pytorch-image-models/results/results-imagenet-real.csv

1	model	top1	top1_err	top5	top5_err	param_count	img_size	crop_pct	interpolation	top1_diff	top5_diff	rank_diff
2	eva_giant_patch14_336.clip_ft_in1k	91.054	8.946	98.597	1.403	1,013.01	336	1.000	bicubic	+1.578	-0.227	+2
3	eva_giant_patch14_560.m30m_ft_in22k_in1k	90.973	9.027	98.678	1.322	1,014.45	560	1.000	bicubic	+1.177	-0.314	-1
4	eva_giant_patch14_224.clip_ft_in1k	90.954	9.046	98.723	1.277	1,012.56	224	1.000	bicubic	+1.854	+0.007	+2
5	eva_large_patch14_336.in22k_ft_in1k	90.905	9.095	98.785	1.215	304.53	336	1.000	bicubic	+2.241	+0.065	+2
6	eva_giant_patch14_336.m30m_ft_in22k_in1k	90.903	9.098	98.663	1.337	1,013.01	336	1.000	bicubic	+1.335	-0.289	-3
7	eva_large_patch14_336.in22k_ft_in22k_in1k	90.871	9.130	98.721	1.279	304.53	336	1.000	bicubic	+1.667	-0.129	-2
8	beit_large_patch16_512.in22k_ft_in22k_in1k	90.687	9.313	98.751	1.249	305.67	512	1.000	bicubic	+2.089	+0.095	0
9	beit_large_patch16_384.in22k_ft_in22k_in1k	90.610	9.390	98.766	1.234	305.00	384	1.000	bicubic	+2.206	+0.158	+3
10	volo_d5_512	90.608	9.392	98.698	1.302	296.09	512	1.150	bicubic	+3.564	+0.730	+32
11	volo_d5_448	90.584	9.416	98.685	1.315	295.91	448	1.150	bicubic	+3.630	+0.747	+35
12	eva_large_patch14_196.in22k_ft_in22k_in1k	90.567	9.433	98.698	1.302	304.14	196	1.000	bicubic	+1.981	+0.042	-3
13	tf_efficientnet_l2.ns_jft_in1k	90.563	9.437	98.779	1.221	480.31	800	0.960	bicubic	+2.211	+0.129	+1
14	maxvit_base_tf_512.in21k_ft_in1k	90.561	9.439	98.700	1.300	119.88	512	1.000	bicubic	+2.349	+0.168	+6
15	vit_large_patch14_clip_336.openai_ft_in12k_in1k	90.552	9.448	98.683	1.317	304.53	336	1.000	bicubic	+2.286	+0.151	+1
16	tf_efficientnet_l2.ns_jft_in1k_475	90.537	9.463	98.710	1.290	480.31	475	0.936	bicubic	+2.303	+0.164	+2
17	eva_large_patch14_196.in22k_ft_in1k	90.533	9.467	98.779	1.221	304.14	196	1.000	bicubic	+2.595	+0.287	+7
18	volo_d4_448	90.510	9.490	98.591	1.409	193.41	448	1.150	bicubic	+3.720	+0.709	+34
19	maxvit_xlarge_tf_512.in21k_ft_in1k	90.503	9.497	98.580	1.420	475.77	512	1.000	bicubic	+1.965	-0.064	-8
20	vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k	90.501	9.499	98.640	1.360	632.46	336	1.000	bicubic	+1.927	-0.020	-10
21	convnext_xlarge.fb_in22k_ft_in1k_384	90.495	9.505	98.766	1.234	350.20	384	1.000	bicubic	+2.747	+0.212	+8
22	vit_large_patch14_clip_336.laion2b_ft_in12k_in1k	90.420	9.580	98.638	1.362	304.53	336	1.000	bicubic	+2.238	+0.066	-1
23	vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k	90.414	9.586	98.648	1.351	632.05	224	1.000	bicubic	+2.168	+0.099	-6
24	swinv2_base_window12to24_192to384_22kft1k	90.403	9.597	98.740	1.260	87.92	384	1.000	bicubic	+3.295	+0.504	+16
25	maxvit_xlarge_tf_384.in21k_ft_in1k	90.379	9.621	98.587	1.413	475.32	384	1.000	bicubic	+2.073	+0.043	-10
26	beit_base_patch16_384.in22k_ft_in22k_in1k	90.373	9.627	98.725	1.275	86.74	384	1.000	bicubic	+3.573	+0.587	+24
27	maxvit_base_tf_384.in21k_ft_in1k	90.367	9.633	98.680	1.319	119.65	384	1.000	bicubic	+2.445	+0.138	-2
28	vit_large_patch14_clip_224.openai_ft_in12k_in1k	90.367	9.633	98.657	1.343	304.20	224	1.000	bicubic	+2.199	+0.113	-6
29	maxvit_large_tf_512.in21k_ft_in1k	90.360	9.640	98.642	1.358	212.33	512	1.000	bicubic	+2.142	+0.044	-10
30	beitv2_large_patch16_224.in1k_ft_in22k_in1k	90.354	9.646	98.582	1.418	304.43	224	0.950	bicubic	+1.968	-0.016	-17
31	vit_large_patch14_clip_336.laion2b_ft_in1k	90.341	9.659	98.593	1.407	304.53	336	1.000	bicubic	+2.493	+0.223	-3
32	maxvit_large_tf_384.in21k_ft_in1k	90.317	9.682	98.685	1.315	212.03	384	1.000	bicubic	+2.325	+0.119	-9
33	vit_large_patch14_clip_224.openai_ft_in1k	90.305	9.695	98.636	1.364	304.20	224	1.000	bicubic	+2.453	+0.208	-6
34	vit_large_patch14_clip_224.laion2b_ft_in12k_in1k	90.302	9.697	98.661	1.339	304.20	224	1.000	bicubic	+2.412	+0.251	-8
35	convnext_large.fb_in22k_ft_in1k_384	90.279	9.721	98.655	1.345	197.77	384	1.000	bicubic	+2.807	+0.269	-2
36	convnext_base.fb_in22k_ft_in1k_384	90.277	9.723	98.800	1.200	88.59	384	1.000	bicubic	+3.483	+0.536	+15
37	deit3_large_patch16_384_in21ft1k	90.249	9.751	98.625	1.375	304.76	384	1.000	bicubic	+2.533	+0.113	-7
38	vit_base_patch16_clip_384.laion2b_ft_in1k	90.219	9.781	98.704	1.296	86.86	384	1.000	bicubic	+3.599	+0.694	+17
39	deit3_huge_patch14_224_in21ft1k	90.215	9.785	98.638	1.362	632.13	224	1.000	bicubic	+3.031	+0.378	-1
40	vit_base_patch16_clip_384.openai_ft_in12k_in1k	90.211	9.789	98.653	1.347	86.86	384	0.950	bicubic	+3.177	+0.473	+3
41	tf_efficientnetv2_l.in21k_ft_in1k	90.207	9.793	98.717	1.283	118.52	480	1.000	bicubic	+3.401	+0.583	+8
42	vit_large_patch16_384.augreg_in21k_ft_in1k	90.196	9.804	98.661	1.339	304.72	384	1.000	bicubic	+3.116	+0.361	-2
43	cait_m48_448	90.196	9.804	98.484	1.516	356.46	448	1.000	bicubic	+3.712	+0.730	+17
44	vit_base_patch16_clip_384.laion2b_ft_in12k_in1k	90.187	9.813	98.585	1.415	86.86	384	1.000	bicubic	+2.969	+0.550	-7
45	vit_huge_patch14_clip_224.laion2b_ft_in1k	90.172	9.828	98.542	1.458	632.05	224	1.000	bicubic	+2.578	+0.322	-14
46	volo_d3_448	90.168	9.832	98.550	1.450	86.63	448	1.000	bicubic	+3.674	+0.840	+12
47	swinv2_large_window12to24_192to384_22kft1k	90.157	9.843	98.608	1.392	196.74	384	1.000	bicubic	+2.699	+0.356	-13
48	beit_large_patch16_224.in22k_ft_in22k_in1k	90.151	9.849	98.723	1.277	304.43	224	0.900	bicubic	+2.675	+0.419	-16
49	vit_large_patch14_clip_224.laion2b_ft_in1k	90.106	9.894	98.561	1.439	304.20	224	1.000	bicubic	+2.814	+0.315	-13
50	tf_efficientnet_b7.ns_jft_in1k	90.100	9.900	98.614	1.386	66.35	600	0.949	bicubic	+3.260	+0.520	-2
51	convnext_xlarge.fb_in22k_ft_in1k	90.066	9.934	98.619	1.381	350.20	288	1.000	bicubic	+2.728	+0.291	-16
52	dm_nfnet_f6	90.046	9.954	98.546	1.454	438.36	576	0.956	bicubic	+3.902	+0.816	+19
53	cait_m36_384	90.046	9.954	98.493	1.507	271.22	384	1.000	bicubic	+3.992	+0.763	+24
54	swin_large_patch4_window12_384	90.027	9.973	98.657	1.343	196.74	384	1.000	bicubic	+2.879	+0.423	-15
55	tf_efficientnetv2_m.in21k_ft_in1k	90.023	9.977	98.663	1.337	54.14	480	1.000	bicubic	+4.019	+0.721	+24
56	deit3_large_patch16_224_in21ft1k	89.999	10.001	98.661	1.339	304.37	224	1.000	bicubic	+3.021	+0.423	-11
57	swin_base_patch4_window12_384	89.995	10.005	98.695	1.304	87.90	384	1.000	bicubic	+3.563	+0.637	+5
58	vit_base_patch16_384.augreg_in21k_ft_in1k	89.989	10.011	98.678	1.322	86.86	384	1.000	bicubic	+3.983	+0.678	+20
59	maxvit_base_tf_512.in1k	89.980	10.020	98.435	1.565	119.88	512	1.000	bicubic	+3.382	+0.515	-3
60	swinv2_large_window12to16_192to256_22kft1k	89.920	10.080	98.508	1.492	196.74	256	0.900	bicubic	+2.984	+0.400	-13
61	convnext_small.fb_in22k_ft_in1k_384	89.916	10.084	98.680	1.319	50.22	384	1.000	bicubic	+4.138	+0.788	+29
62	efficientnet_b5.in12k_ft_in1k	89.903	10.097	98.570	1.431	30.39	448	1.000	bicubic	+4.015	+0.838	+20
63	xcit_large_24_p8_384_dist	89.886	10.114	98.384	1.616	188.93	384	1.000	bicubic	+3.886	+0.698	+17
64	deit3_base_patch16_384_in21ft1k	89.884	10.116	98.602	1.399	86.88	384	1.000	bicubic	+3.140	+0.490	-10
65	volo_d5_224	89.882	10.118	98.493	1.507	295.46	224	0.960	bicubic	+3.814	+0.915	+10
66	swinv2_base_window12to16_192to256_22kft1k	89.876	10.124	98.657	1.343	87.92	256	0.900	bicubic	+3.602	+0.761	0
67	convnext_large.fb_in22k_ft_in1k	89.871	10.129	98.597	1.403	197.77	288	1.000	bicubic	+2.855	+0.391	-23
68	convnext_base.fb_in22k_ft_in1k	89.856	10.144	98.689	1.311	88.59	288	1.000	bicubic	+3.576	+0.599	-3
69	cait_s36_384	89.844	10.156	98.427	1.573	68.37	384	1.000	bicubic	+4.384	+0.947	+34
70	xcit_medium_24_p8_384_dist	89.811	10.188	98.362	1.638	84.32	384	1.000	bicubic	+3.995	+0.770	+15
71	volo_d4_224	89.809	10.191	98.424	1.576	192.96	224	0.960	bicubic	+3.937	+0.956	+12
72	swin_large_patch4_window7_224	89.796	10.204	98.640	1.360	196.53	224	0.900	bicubic	+3.477	+0.744	-9
73	vit_large_r50_s32_384.augreg_in21k_ft_in1k	89.794	10.206	98.514	1.486	329.09	384	1.000	bicubic	+3.610	+0.596	-4
74	maxvit_large_tf_512.in1k	89.794	10.206	98.328	1.672	212.33	512	1.000	bicubic	+3.276	+0.444	-16
75	volo_d2_384	89.784	10.216	98.399	1.601	58.87	384	1.000	bicubic	+3.748	+0.827	+2
76	tf_efficientnet_b6.ns_jft_in1k	89.782	10.218	98.510	1.490	43.04	528	0.942	bicubic	+3.330	+0.628	-15
77	tf_efficientnetv2_xl.in21k_ft_in1k	89.773	10.227	98.294	1.706	208.12	512	1.000	bicubic	+3.025	+0.276	-24
78	beitv2_base_patch16_224.in1k_ft_in22k_in1k	89.747	10.253	98.580	1.420	86.53	224	0.900	bicubic	+3.267	+0.532	-18
79	xcit_small_24_p8_384_dist	89.739	10.261	98.422	1.578	47.63	384	1.000	bicubic	+4.183	+0.850	+18
80	vit_base_patch8_224.augreg2_in21k_ft_in1k	89.728	10.272	98.510	1.490	86.58	224	0.900	bicubic	+3.516	+0.678	-12
81	vit_base_patch16_clip_384.openai_ft_in1k	89.709	10.291	98.510	1.490	86.86	384	1.000	bicubic	+3.503	+0.636	-12
82	volo_d1_384	89.698	10.302	98.292	1.708	26.78	384	1.000	bicubic	+4.448	+1.096	+34
83	deit3_large_patch16_384	89.679	10.321	98.392	1.608	304.76	384	1.000	bicubic	+3.869	+0.796	+4
84	xcit_large_24_p16_384_dist	89.662	10.338	98.401	1.599	189.10	384	1.000	bicubic	+3.908	+0.863	+7
85	tf_efficientnet_b5.ns_jft_in1k	89.651	10.349	98.482	1.518	30.39	456	0.934	bicubic	+3.563	+0.730	-11
86	tf_efficientnet_b8.ap_in1k	89.581	10.419	98.305	1.695	87.41	672	0.954	bicubic	+4.211	+0.915	+25
87	maxvit_base_tf_384.in1k	89.579	10.421	98.324	1.676	119.65	384	1.000	bicubic	+3.285	+0.520	-23
88	maxvit_tiny_tf_512.in1k	89.564	10.436	98.335	1.665	31.05	512	1.000	bicubic	+3.902	+0.755	+7
89	vit_base_patch16_clip_224.laion2b_ft_in12k_in1k	89.559	10.441	98.414	1.586	86.57	224	0.950	bicubic	+3.389	+0.660	-18
90	dm_nfnet_f4	89.557	10.443	98.303	1.697	316.07	512	0.951	bicubic	+3.843	+0.783	+3
91	volo_d3_224	89.555	10.445	98.375	1.625	86.33	224	0.960	bicubic	+4.147	+1.095	+15
92	maxvit_large_tf_384.in1k	89.555	10.445	98.187	1.813	212.03	384	1.000	bicubic	+3.319	+0.497	-24
93	tf_efficientnetv2_l.in1k	89.549	10.451	98.339	1.661	118.52	480	1.000	bicubic	+3.879	+0.865	+1
94	flexivit_large.1200ep_in1k	89.540	10.460	98.418	1.582	304.36	240	0.950	bicubic	+3.896	+0.876	+2
95	xcit_small_12_p8_384_dist	89.517	10.483	98.305	1.695	26.21	384	1.000	bicubic	+4.429	+1.023	+33
96	xcit_large_24_p8_224_dist	89.517	10.483	98.224	1.776	188.93	224	1.000	bicubic	+4.121	+0.814	+13
97	flexivit_large.600ep_in1k	89.510	10.490	98.394	1.606	304.36	240	0.950	bicubic	+3.972	+0.902	+1
98	cait_s24_384	89.502	10.498	98.362	1.638	47.06	384	1.000	bicubic	+4.456	+1.016	+35
99	dm_nfnet_f3	89.485	10.515	98.399	1.601	254.92	416	0.940	bicubic	+3.963	+0.937	+2
100	xcit_medium_24_p16_384_dist	89.468	10.532	98.296	1.704	84.40	384	1.000	bicubic	+4.056	+0.890	+6
101	dm_nfnet_f5	89.461	10.539	98.324	1.676	377.21	544	0.954	bicubic	+3.647	+0.836	-15
102	deit3_base_patch16_224_in21ft1k	89.457	10.543	98.557	1.443	86.59	224	1.000	bicubic	+3.743	+0.813	-10
103	maxvit_small_tf_512.in1k	89.451	10.549	98.350	1.650	69.13	512	1.000	bicubic	+3.363	+0.592	-30
104	vit_base_patch32_clip_448.laion2b_ft_in12k_in1k	89.448	10.552	98.401	1.599	88.34	448	1.000	bicubic	+3.664	+0.767	-15
105	vit_base_patch16_224.augreg2_in21k_ft_in1k	89.446	10.554	98.439	1.561	86.57	224	0.900	bicubic	+4.340	+1.059	+20
106	deit_base_distilled_patch16_384	89.429	10.571	98.441	1.559	87.63	384	1.000	bicubic	+4.007	+1.109	-1
107	tf_efficientnet_b7.ap_in1k	89.429	10.571	98.347	1.653	66.35	600	0.949	bicubic	+4.309	+1.096	+17
108	vit_base_patch8_224.augreg_in21k_ft_in1k	89.427	10.573	98.486	1.514	86.58	224	0.900	bicubic	+3.631	+0.696	-20
109	vit_base_patch16_clip_224.laion2b_ft_in1k	89.427	10.573	98.473	1.527	86.57	224	1.000	bicubic	+3.959	+0.897	-7
110	vit_base_patch16_clip_224.openai_ft_in12k_in1k	89.410	10.590	98.401	1.599	86.57	224	0.950	bicubic	+3.480	+0.677	-29
111	beit_base_patch16_224.in22k_ft_in22k_in1k	89.401	10.598	98.525	1.475	86.53	224	0.900	bicubic	+4.165	+0.869	+7
112	regnetz_e8	89.382	10.618	98.459	1.542	57.70	320	1.000	bicubic	+4.352	+1.195	+22
113	deit3_small_patch16_384_in21ft1k	89.367	10.633	98.384	1.616	22.21	384	1.000	bicubic	+4.543	+0.898	+32
114	tf_efficientnetv2_m.in1k	89.355	10.645	98.330	1.670	54.14	480	1.000	bicubic	+4.147	+0.962	+5
115	tf_efficientnet_b8.ra_in1k	89.355	10.645	98.303	1.697	87.41	672	0.954	bicubic	+3.985	+1.009	-4
116	vit_medium_patch16_gap_384.in12k_ft_in1k	89.342	10.658	98.493	1.507	39.03	384	0.950	bicubic	+3.806	+0.859	-18
117	tf_efficientnet_b6.ap_in1k	89.342	10.658	98.281	1.719	43.04	528	0.942	bicubic	+4.554	+1.143	+31
118	volo_d2_224	89.327	10.673	98.209	1.791	58.68	224	0.960	bicubic	+4.131	+1.021	+4
119	vit_large_patch16_224.augreg_in21k_ft_in1k	89.314	10.686	98.392	1.608	304.33	224	0.900	bicubic	+3.472	+0.568	-35
120	convnext_small.fb_in22k_ft_in1k	89.305	10.694	98.360	1.640	50.22	288	1.000	bicubic	+4.043	+0.676	-6
121	tf_efficientnet_b4.ns_jft_in1k	89.305	10.694	98.347	1.653	19.34	380	0.922	bicubic	+4.143	+0.877	+2
122	flexivit_large.300ep_in1k	89.303	10.697	98.324	1.676	304.36	240	0.950	bicubic	+4.023	+0.884	-9
123	xcit_small_24_p16_384_dist	89.299	10.701	98.330	1.670	47.67	384	1.000	bicubic	+4.201	+1.020	+4
124	xcit_medium_24_p8_224_dist	89.293	10.707	98.187	1.813	84.32	224	1.000	bicubic	+4.221	+0.933	+6
125	deit3_huge_patch14_224	89.214	10.786	98.166	1.834	632.13	224	0.900	bicubic	+4.010	+0.808	-4
126	vit_base_patch32_clip_384.laion2b_ft_in12k_in1k	89.201	10.799	98.356	1.644	88.30	384	1.000	bicubic	+3.829	+0.692	-17
127	xcit_small_24_p8_224_dist	89.201	10.799	98.243	1.757	47.63	224	1.000	bicubic	+4.325	+1.055	+15
128	xcit_small_12_p16_384_dist	89.197	10.803	98.219	1.781	26.25	384	1.000	bicubic	+4.491	+1.101	+22
129	vit_base_patch16_clip_224.openai_ft_in1k	89.154	10.846	98.273	1.727	86.57	224	0.900	bicubic	+3.874	+0.867	-17
130	swin_base_patch4_window7_224	89.145	10.855	98.429	1.571	87.77	224	0.900	bicubic	+3.893	+0.867	-15
131	eca_nfnet_l2	89.141	10.859	98.315	1.685	56.72	384	1.000	bicubic	+4.443	+1.051	+20
132	cait_xs24_384	89.139	10.861	98.290	1.710	26.67	384	1.000	bicubic	+5.077	+1.402	+65
133	maxvit_tiny_tf_384.in1k	89.120	10.880	98.211	1.789	30.98	384	1.000	bicubic	+4.014	+0.677	-8
134	ig_resnext101_32x48d	89.120	10.880	98.130	1.870	828.41	224	0.875	bilinear	+3.692	+0.558	-29
135	ig_resnext101_32x32d	89.111	10.889	98.181	1.819	468.53	224	0.875	bilinear	+4.017	+0.743	-7
136	maxvit_small_tf_384.in1k	89.103	10.897	98.164	1.836	69.02	384	1.000	bicubic	+3.569	+0.700	-36
137	tf_efficientnet_b7.ra_in1k	89.086	10.914	98.183	1.817	66.35	600	0.949	bicubic	+4.150	+0.979	+1
138	ecaresnet269d	89.069	10.931	98.234	1.766	102.09	352	1.000	bicubic	+4.093	+1.008	-2
139	vit_base_patch32_clip_384.openai_ft_in12k_in1k	89.051	10.949	98.285	1.714	88.30	384	0.950	bicubic	+3.839	+0.883	-20
140	xcit_large_24_p16_224_dist	89.041	10.959	98.064	1.937	189.10	224	1.000	bicubic	+4.123	+0.931	0
141	resmlp_big_24_224_in22ft1k	89.011	10.989	98.215	1.785	129.14	224	0.875	bicubic	+4.617	+1.333	+33
142	dm_nfnet_f2	89.009	10.991	98.189	1.810	193.78	352	0.920	bicubic	+3.945	+0.950	-10
143	xcit_small_12_p8_224_dist	89.002	10.998	98.078	1.922	26.21	224	1.000	bicubic	+4.770	+1.300	+43
144	efficientnetv2_rw_m.agc_in1k	88.987	11.013	98.213	1.787	53.24	416	1.000	bicubic	+4.179	+1.065	+2
145	convnext_large.fb_in1k	88.985	11.015	98.040	1.960	197.77	288	1.000	bicubic	+4.139	+0.828	-1
146	regnetz_040h	88.951	11.049	98.202	1.798	28.94	320	1.000	bicubic	+4.457	+1.196	+17
147	mvitv2_large	88.945	11.055	97.967	2.033	217.99	224	0.900	bicubic	+3.695	+0.753	-30
148	tf_efficientnet_b5.ap_in1k	88.938	11.062	98.164	1.836	30.39	456	0.934	bicubic	+4.686	+1.190	+36
149	dm_nfnet_f1	88.925	11.075	98.115	1.885	132.63	320	0.910	bicubic	+4.299	+1.015	+5
150	deit3_medium_patch16_224_in21ft1k	88.921	11.079	98.300	1.700	38.85	224	1.000	bicubic	+4.361	+1.112	+7
151	deit3_base_patch16_384	88.921	11.079	98.046	1.954	86.88	384	1.000	bicubic	+3.849	+0.768	-19
152	volo_d1_224	88.908	11.092	98.031	1.968	26.63	224	0.960	bicubic	+4.744	+1.255	+41
153	tf_efficientnetv2_s.in21k_ft_in1k	88.904	11.096	98.277	1.723	21.46	384	1.000	bicubic	+4.602	+1.025	+26
154	vit_base_patch16_224.augreg_in21k_ft_in1k	88.866	11.134	98.230	1.770	86.57	224	0.900	bicubic	+4.334	+0.936	+5
155	regnetz_d8	88.855	11.145	98.189	1.810	23.37	320	1.000	bicubic	+4.805	+1.191	+43
156	convnext_tiny.fb_in22k_ft_in1k_384	88.846	11.154	98.298	1.702	28.59	384	1.000	bicubic	+4.766	+1.156	+40
157	regnetz_d8_evos	88.842	11.158	98.132	1.868	23.46	320	0.950	bicubic	+4.792	+1.138	+42
158	resnetrs420	88.840	11.160	98.034	1.966	191.89	416	1.000	bicubic	+3.832	+0.910	-23
159	resnetrs270	88.834	11.166	98.136	1.864	129.86	352	1.000	bicubic	+4.400	+1.166	+10
160	ig_resnext101_32x16d	88.834	11.166	98.049	1.951	194.03	224	0.875	bilinear	+4.664	+0.853	+33
161	vit_small_r26_s32_384.augreg_in21k_ft_in1k	88.819	11.181	98.337	1.663	36.47	384	1.000	bicubic	+4.773	+1.009	+40
162	vit_base_r50_s16_384.orig_in21k_ft_in1k	88.808	11.192	98.232	1.768	98.95	384	1.000	bicubic	+3.836	+0.944	-25
163	xcit_medium_24_p16_224_dist	88.797	11.203	98.036	1.964	84.40	224	1.000	bicubic	+4.523	+1.096	+18
164	seresnet152d	88.795	11.205	98.172	1.828	66.84	320	1.000	bicubic	+4.433	+1.132	+14
165	maxxvit_rmlp_small_rw_256	88.791	11.209	98.061	1.939	66.01	256	0.950	bicubic	+4.163	+0.999	-12
166	xcit_tiny_24_p8_384_dist	88.774	11.226	98.160	1.840	12.11	384	1.000	bicubic	+5.034	+1.526	+58
167	swsl_resnext101_32x8d	88.770	11.230	98.147	1.853	88.79	224	0.875	bilinear	+4.486	+0.971	+13
168	resnetrs200	88.763	11.237	98.113	1.887	93.21	320	1.000	bicubic	+4.315	+1.269	-3
169	tf_efficientnet_b6.aa_in1k	88.761	11.239	98.064	1.937	43.04	528	0.942	bicubic	+4.651	+1.178	+25
170	convnext_base.fb_in1k	88.761	11.239	97.931	2.069	88.59	288	1.000	bicubic	+4.327	+1.111	0
171	resnetrs350	88.759	11.241	98.029	1.971	163.96	384	1.000	bicubic	+4.039	+1.041	-22
172	deit3_large_patch16_224	88.755	11.245	97.914	2.086	304.37	224	0.900	bicubic	+3.991	+0.876	-24
173	edgenext_base	88.744	11.256	98.145	1.855	18.51	320	1.000	bicubic	+4.784	+1.377	+33
174	vit_base_patch16_224_miil.in21k_ft_in1k	88.737	11.262	98.027	1.973	86.54	224	0.875	bilinear	+4.469	+1.225	+8
175	regnetz_040	88.731	11.269	98.091	1.909	27.12	320	1.000	bicubic	+4.495	+1.159	+10
176	resnetv2_152x2_bitm	88.725	11.275	98.307	1.693	236.34	448	1.000	bilinear	+4.215	+0.875	-14
177	regnety_160	88.697	11.303	98.068	1.932	83.59	288	1.000	bicubic	+5.011	+1.292	+55
178	pit_b_distilled_224	88.676	11.324	98.093	1.907	74.79	224	0.900	bicubic	+4.532	+1.237	+16
179	vit_small_patch16_384.augreg_in21k_ft_in1k	88.652	11.348	98.232	1.768	22.20	384	1.000	bicubic	+4.850	+1.130	+41
180	regnetz_d32	88.650	11.350	98.081	1.919	27.58	320	0.950	bicubic	+4.628	+1.215	+22
181	flexivit_base.1200ep_in1k	88.646	11.354	97.935	2.065	86.59	240	0.950	bicubic	+3.982	+0.943	-29
182	regnety_080	88.635	11.365	97.970	2.030	39.18	288	1.000	bicubic	+4.703	+1.082	+25
183	vit_medium_patch16_gap_256.in12k_ft_in1k	88.631	11.369	98.189	1.810	38.86	256	0.950	bicubic	+4.201	+0.977	-11
184	eca_nfnet_l1	88.624	11.376	98.132	1.868	41.41	320	1.000	bicubic	+4.614	+1.104	+20
185	mvitv2_base	88.620	11.380	97.820	2.180	51.47	224	0.900	bicubic	+4.198	+0.956	-12
186	maxvit_base_tf_224.in1k	88.586	11.414	97.848	2.152	119.47	224	0.950	bicubic	+3.726	+0.858	-43
187	swinv2_base_window16_256	88.584	11.416	97.893	2.107	87.92	256	0.900	bicubic	+3.990	+0.819	-31
188	flexivit_base.600ep_in1k	88.550	11.450	97.935	2.065	86.59	240	0.950	bicubic	+4.032	+0.949	-27
189	resnetv2_152x4_bitm	88.545	11.455	98.189	1.810	936.53	480	1.000	bilinear	+3.629	+0.749	-48
190	seresnextaa101d_32x8d	88.545	11.455	98.002	1.998	93.59	288	1.000	bicubic	+3.977	+0.932	-33
191	resnet200d	88.543	11.457	97.959	2.041	64.69	320	1.000	bicubic	+4.581	+1.135	+14
192	xcit_small_24_p16_224_dist	88.530	11.470	97.999	2.001	47.67	224	1.000	bicubic	+4.668	+1.271	+20
193	resnest269e	88.522	11.478	98.027	1.973	110.93	416	0.928	bicubic	+4.004	+1.091	-33
194	maxvit_rmlp_small_rw_224	88.520	11.480	97.775	2.225	64.90	224	0.900	bicubic	+4.036	+1.013	-30
195	swinv2_base_window8_256	88.513	11.487	97.893	2.107	87.92	256	0.900	bicubic	+4.251	+0.971	-12
196	coatnet_rmlp_2_rw_224	88.509	11.491	97.572	2.428	73.88	224	0.950	bicubic	+3.909	+0.836	-41
197	seresnext101_32x8d	88.501	11.499	97.888	2.112	93.57	288	1.000	bicubic	+4.309	+1.014	-6
198	gcvit_base	88.498	11.502	97.775	2.225	90.32	224	0.875	bicubic	+4.050	+0.693	-32
199	crossvit_18_dagger_408	88.477	11.523	97.893	2.107	44.61	408	1.000	bicubic	+4.281	+1.075	-9
200	efficientnetv2_rw_s.ra2_in1k	88.473	11.527	97.974	2.026	23.94	384	1.000	bicubic	+4.665	+1.250	+19
201	flexivit_base.300ep_in1k	88.471	11.529	97.841	2.159	86.59	240	0.950	bicubic	+4.077	+0.721	-26
202	resnetv2_101x3_bitm	88.464	11.536	98.157	1.843	387.93	448	1.000	bilinear	+4.024	+0.775	-35
203	maxvit_small_tf_224.in1k	88.458	11.542	97.880	2.120	68.93	224	0.950	bicubic	+4.024	+0.716	-32
204	maxvit_large_tf_224.in1k	88.456	11.544	97.805	2.195	211.79	224	0.950	bicubic	+3.530	+0.833	-65
205	cait_s24_224	88.447	11.553	97.957	2.043	46.92	224	1.000	bicubic	+4.995	+1.393	+36
206	resnetv2_50x3_bitm	88.443	11.557	98.200	1.800	217.32	448	1.000	bilinear	+4.429	+1.076	-4
207	resmlp_big_24_distilled_224	88.443	11.557	97.940	2.060	129.14	224	0.875	bicubic	+4.855	+1.292	+30
208	regnetv_064	88.432	11.568	98.061	1.939	30.58	288	1.000	bicubic	+4.720	+1.313	+21
209	resnest200e	88.432	11.568	98.042	1.958	70.20	320	0.909	bicubic	+4.600	+1.148	+8
210	seresnext101d_32x8d	88.428	11.572	97.957	2.043	93.59	288	1.000	bicubic	+4.058	+1.041	-33
211	vit_large_r50_s32_224.augreg_in21k_ft_in1k	88.426	11.574	98.085	1.915	328.99	224	0.900	bicubic	+3.992	+1.113	-44
212	tf_efficientnet_b3.ns_jft_in1k	88.426	11.574	98.029	1.971	12.23	300	0.904	bicubic	+4.378	+1.119	-11
213	convnext_small.fb_in1k	88.413	11.587	98.008	1.992	50.22	288	1.000	bicubic	+4.707	+1.198	+18
214	tf_efficientnetv2_s.in1k	88.402	11.598	97.927	2.073	21.46	384	1.000	bicubic	+4.508	+1.229	-4
215	vit_base_patch16_384.orig_in21k_ft_in1k	88.389	11.611	98.155	1.845	86.86	384	1.000	bicubic	+4.180	+0.937	-27
216	tresnet_v2_l	88.381	11.619	97.925	2.075	46.17	224	0.875	bilinear	+4.479	+1.433	-7
217	regnetz_c16_evos	88.377	11.623	98.040	1.960	13.49	320	0.950	bicubic	+5.747	+1.566	+83
218	efficientnet_b4.ra2_in1k	88.372	11.628	97.961	2.039	19.34	384	1.000	bicubic	+4.944	+1.365	+24
219	resnet152d	88.355	11.645	97.935	2.065	60.21	320	1.000	bicubic	+4.675	+1.197	+14
220	swinv2_small_window16_256	88.355	11.645	97.848	2.152	49.73	256	0.900	bicubic	+4.149	+0.978	-31
221	tf_efficientnet_b4.ap_in1k	88.349	11.651	97.893	2.107	19.34	380	0.922	bicubic	+5.101	+1.501	+36
222	maxvit_rmlp_tiny_rw_256	88.345	11.655	97.824	2.176	29.15	256	0.950	bicubic	+4.113	+0.948	-35
223	deit3_small_patch16_224_in21ft1k	88.328	11.672	98.130	1.870	22.06	224	1.000	bicubic	+5.258	+1.350	+49
224	tf_efficientnet_b5.ra_in1k	88.321	11.679	97.912	2.088	30.39	456	0.934	bicubic	+4.509	+1.164	-6
225	regnety_064	88.317	11.683	97.859	2.142	30.58	288	1.000	bicubic	+4.601	+1.184	+2
226	crossvit_15_dagger_408	88.308	11.692	97.871	2.129	28.50	408	1.000	bicubic	+4.470	+1.089	-11
227	deit3_small_patch16_384	88.300	11.700	97.888	2.112	22.21	384	1.000	bicubic	+4.874	+1.212	+16
228	cs3se_edgenet_x	88.291	11.709	97.935	2.065	50.72	320	1.000	bicubic	+4.743	+1.265	+10
229	pvt_v2_b4	88.285	11.715	97.814	2.186	62.56	224	0.900	bicubic	+4.569	+1.094	-1
230	efficientformer_l7	88.278	11.722	97.882	2.118	82.23	224	0.950	bicubic	+4.892	+1.342	+20
231	mvitv2_small	88.261	11.739	97.688	2.312	34.87	224	0.900	bicubic	+4.493	+1.118	-8
232	xcit_small_12_p16_224_dist	88.251	11.749	97.844	2.156	26.25	224	1.000	bicubic	+4.901	+1.430	+20
233	resnetrs152	88.251	11.749	97.737	2.263	86.62	320	1.000	bicubic	+4.539	+1.123	-2
234	deit3_base_patch16_224	88.249	11.751	97.809	2.191	86.59	224	0.900	bicubic	+4.457	+1.225	-13
235	gcvit_small	88.219	11.781	97.786	2.214	51.09	224	0.875	bicubic	+4.335	+1.128	-24
236	regnetv_040	88.214	11.786	97.972	2.028	20.64	288	1.000	bicubic	+5.020	+1.312	+23
237	deit_base_distilled_patch16_224	88.214	11.786	97.914	2.086	87.34	224	0.900	bicubic	+4.826	+1.426	+12
238	xception65p	88.180	11.820	97.790	2.210	39.82	299	0.940	bicubic	+5.050	+1.310	+27
239	swinv2_small_window8_256	88.180	11.820	97.775	2.225	49.73	256	0.900	bicubic	+4.324	+1.135	-25
240	xcit_tiny_24_p16_384_dist	88.161	11.839	97.946	2.054	12.12	384	1.000	bicubic	+5.591	+1.660	+68
241	xcit_large_24_p8_224	88.157	11.843	97.387	2.613	188.93	224	1.000	bicubic	+3.765	+0.731	-65
242	resnetv2_152x2_bit_teacher_384	88.150	11.850	98.051	1.949	236.34	384	1.000	bicubic	+4.306	+0.933	-28
243	ig_resnext101_32x8d	88.146	11.854	97.856	2.144	88.79	224	0.875	bilinear	+5.458	+1.220	+53
244	cait_xxs36_384	88.140	11.860	97.908	2.092	17.37	384	1.000	bicubic	+5.946	+1.760	+103
245	dm_nfnet_f0	88.125	11.875	97.854	2.146	71.49	256	0.900	bicubic	+4.739	+1.282	+4
246	pvt_v2_b3	88.112	11.888	97.779	2.220	45.24	224	0.900	bicubic	+4.986	+1.224	+21
247	pvt_v2_b5	88.108	11.892	97.701	2.300	81.96	224	0.900	bicubic	+4.368	+0.989	-22
248	xcit_tiny_12_p8_384_dist	88.103	11.897	97.918	2.082	6.71	384	1.000	bicubic	+5.715	+1.694	+77
249	swsl_resnext101_32x4d	88.099	11.901	97.967	2.033	44.18	224	0.875	bilinear	+4.869	+1.207	+9
250	xception65	88.076	11.924	97.752	2.248	39.92	299	0.940	bicubic	+4.896	+1.160	+11
251	swin_s3_base_224	88.048	11.952	97.656	2.344	71.13	224	0.900	bicubic	+4.118	+0.994	-43
252	xcit_tiny_24_p8_224_dist	88.041	11.959	97.814	2.186	12.11	224	1.000	bicubic	+5.480	+1.748	+57
253	maxvit_tiny_tf_224.in1k	88.020	11.980	97.814	2.186	30.92	224	0.950	bicubic	+4.622	+1.226	-7
254	gcvit_tiny	88.003	11.997	97.728	2.272	28.22	224	0.875	bicubic	+4.603	+1.330	-9
255	cs3sedarknet_x	87.984	12.016	97.799	2.201	35.40	288	1.000	bicubic	+5.330	+1.445	+43
256	eca_nfnet_l0	87.980	12.020	97.871	2.129	24.14	288	1.000	bicubic	+5.400	+1.381	+50
257	efficientformer_l3	87.971	12.029	97.709	2.291	31.41	224	0.950	bicubic	+5.421	+1.461	+54
258	nfnet_l0	87.967	12.033	97.867	2.133	35.07	288	1.000	bicubic	+5.217	+1.351	+33
259	xcit_small_24_p8_224	87.965	12.035	97.581	2.419	47.63	224	1.000	bicubic	+4.127	+0.945	-43
260	tf_efficientnet_b4.aa_in1k	87.963	12.037	97.739	2.261	19.34	380	0.922	bicubic	+4.941	+1.439	+17
261	coatnet_1_rw_224	87.948	12.052	97.455	2.545	41.72	224	0.950	bicubic	+4.340	+1.067	-26
262	resnet101d	87.941	12.059	97.908	2.092	44.57	320	1.000	bicubic	+4.919	+1.462	+14
263	regnety_032	87.937	12.063	97.891	2.109	19.44	288	1.000	bicubic	+5.213	+1.467	+29
264	mobilevitv2_200_384_in22ft1k	87.926	12.074	97.820	2.180	18.45	384	1.000	bicubic	+4.532	+1.240	-17
265	swinv2_cr_small_ns_224	87.920	12.080	97.668	2.332	49.70	224	0.900	bicubic	+4.432	+1.182	-25
266	regnety_040	87.915	12.085	97.884	2.116	20.65	288	1.000	bicubic	+4.877	+1.374	+8
267	sequencer2d_l	87.915	12.085	97.696	2.304	54.30	224	0.875	bicubic	+4.509	+1.190	-23
268	vit_base_patch32_384.augreg_in21k_ft_in1k	87.909	12.091	98.012	1.988	88.30	384	1.000	bicubic	+4.559	+1.176	-16
269	twins_svt_large	87.901	12.099	97.581	2.419	99.27	224	0.900	bicubic	+4.223	+0.987	-35
270	coatnet_rmlp_1_rw_224	87.892	12.108	97.628	2.372	41.69	224	0.950	bicubic	+4.534	+1.172	-19
271	twins_pcpvt_large	87.877	12.123	97.856	2.144	60.99	224	0.900	bicubic	+4.737	+1.258	-7
272	regnetz_c16	87.860	12.140	97.818	2.182	13.46	320	0.940	bicubic	+5.342	+1.746	+42
273	swin_s3_small_224	87.854	12.146	97.431	2.568	49.74	224	0.900	bicubic	+4.084	+0.981	-51
274	maxvit_tiny_rw_224	87.852	12.149	97.643	2.357	29.06	224	0.950	bicubic	+4.347	+1.141	-35
275	deit_base_patch16_384	87.845	12.155	97.510	2.490	86.86	384	1.000	bicubic	+4.739	+1.138	-6
276	mobilevitv2_175_384_in22ft1k	87.841	12.159	97.726	2.274	14.25	384	1.000	bicubic	+4.899	+1.300	+3
277	convnext_nano.in12k_ft_in1k	87.834	12.166	97.888	2.112	15.59	288	1.000	bicubic	+4.976	+1.332	+7
278	xcit_small_12_p8_224	87.828	12.172	97.568	2.432	26.21	224	1.000	bicubic	+4.484	+1.088	-23
279	flexivit_small.1200ep_in1k	87.815	12.185	97.615	2.385	22.06	240	0.950	bicubic	+5.289	+1.479	+33
280	tf_efficientnetv2_b3.in21k_ft_in1k	87.813	12.187	97.893	2.107	14.36	300	0.900	bicubic	+5.141	+1.269	+17
281	vit_base_patch32_clip_224.laion2b_ft_in12k_in1k	87.813	12.187	97.754	2.246	88.22	224	0.900	bicubic	+4.507	+1.224	-25
282	flexivit_small.600ep_in1k	87.811	12.189	97.581	2.419	22.06	240	0.950	bicubic	+5.457	+1.495	+46
283	maxxvit_rmlp_nano_rw_256	87.802	12.198	97.756	2.244	16.78	256	0.950	bicubic	+4.772	+1.412	-9
284	deit3_medium_patch16_224	87.802	12.198	97.649	2.351	38.85	224	0.900	bicubic	+4.722	+1.357	-13
285	tresnet_xl_448	87.796	12.204	97.459	2.541	78.44	448	0.875	bilinear	+4.746	+1.285	-12
286	resnetv2_50x1_bit_distilled	87.787	12.213	97.899	2.101	25.55	224	0.875	bicubic	+4.969	+1.377	0
287	convnext_tiny.fb_in1k	87.762	12.238	97.585	2.415	28.59	288	1.000	bicubic	+5.062	+1.449	+8
288	twins_pcpvt_base	87.736	12.264	97.726	2.274	43.83	224	0.900	bicubic	+5.028	+1.380	+4
289	tresnet_m	87.736	12.264	97.523	2.477	31.39	224	0.875	bilinear	+4.656	+1.405	-17
290	mvitv2_tiny	87.721	12.279	97.555	2.445	24.17	224	0.900	bicubic	+5.317	+1.399	+31
291	maxvit_rmlp_nano_rw_256	87.719	12.281	97.579	2.421	15.50	256	0.950	bicubic	+4.757	+1.309	-13
292	gc_efficientnetv2_rw_t.agc_in1k	87.715	12.285	97.807	2.193	13.68	288	1.000	bicubic	+5.251	+1.509	+26
293	resnetv2_101x1_bitm	87.681	12.319	97.940	2.060	44.54	448	1.000	bilinear	+5.349	+1.984	+39
294	swin_small_patch4_window7_224	87.664	12.336	97.566	2.434	49.61	224	0.900	bicubic	+4.452	+1.244	-35
295	mobilevitv2_150_384_in22ft1k	87.657	12.343	97.649	2.351	10.59	384	1.000	bicubic	+5.063	+1.331	+7
296	efficientnetv2_rw_t.ra2_in1k	87.644	12.356	97.688	2.312	13.65	288	1.000	bicubic	+5.296	+1.492	+33
297	twins_svt_base	87.638	12.362	97.523	2.477	56.07	224	0.900	bicubic	+4.502	+1.105	-32
298	pnasnet5large	87.636	12.364	97.485	2.515	86.06	331	0.911	bicubic	+4.854	+1.445	-9
299	cs3edgenet_x	87.619	12.381	97.654	2.346	47.82	288	1.000	bicubic	+4.917	+1.284	-5
300	swsl_resnext101_32x16d	87.615	12.386	97.820	2.180	194.03	224	0.875	bilinear	+4.269	+0.974	-48
301	flexivit_small.300ep_in1k	87.615	12.386	97.613	2.387	22.06	240	0.950	bicubic	+5.443	+1.589	+50
302	swinv2_tiny_window16_256	87.615	12.386	97.562	2.438	28.35	256	0.900	bicubic	+4.805	+1.330	-14
303	maxvit_nano_rw_256	87.610	12.390	97.523	2.477	15.45	256	0.950	bicubic	+4.678	+1.301	-23
304	jx_nest_base	87.606	12.394	97.521	2.479	67.72	224	0.875	bicubic	+4.054	+1.151	-67
305	swsl_resnext50_32x4d	87.600	12.400	97.651	2.349	25.03	224	0.875	bilinear	+5.418	+1.421	+43
306	xcit_medium_24_p8_224	87.600	12.400	97.199	2.801	84.32	224	1.000	bicubic	+3.866	+0.805	-80
307	sequencer2d_m	87.565	12.435	97.581	2.419	38.31	224	0.875	bicubic	+4.759	+1.313	-19
308	tf_efficientnet_b2.ns_jft_in1k	87.557	12.443	97.628	2.372	9.11	260	0.890	bicubic	+5.177	+1.380	+18
309	levit_384	87.553	12.447	97.545	2.455	39.13	224	0.900	bicubic	+4.967	+1.529	-5
310	ecaresnet50t	87.538	12.462	97.643	2.357	25.57	320	0.950	bicubic	+5.192	+1.505	+20
311	vit_base_patch32_clip_224.laion2b_ft_in1k	87.535	12.464	97.553	2.447	88.22	224	0.900	bicubic	+4.954	+1.351	-6
312	vit_base_patch16_rpn_224.in1k	87.508	12.492	97.489	2.511	86.54	224	0.900	bicubic	+5.306	+1.493	+33
313	pvt_v2_b2_li	87.504	12.496	97.478	2.522	22.55	224	0.900	bicubic	+5.308	+1.374	+33
314	edgenext_small	87.501	12.499	97.583	2.417	5.59	320	1.000	bicubic	+5.933	+1.877	+75
315	coatnet_bn_0_rw_224	87.499	12.501	97.547	2.453	27.44	224	0.950	bicubic	+5.101	+1.365	+8
316	resnetv2_152x2_bit_teacher	87.493	12.507	97.812	2.188	236.34	224	0.875	bicubic	+4.631	+1.244	-33
317	jx_nest_small	87.489	12.511	97.517	2.483	38.35	224	0.875	bicubic	+4.368	+1.189	-49
318	vit_relpos_base_patch16_clsgap_224.sw_in1k	87.469	12.531	97.525	2.474	86.43	224	0.900	bicubic	+4.707	+1.351	-28
319	vit_relpos_base_patch16_224.sw_in1k	87.463	12.537	97.558	2.442	86.43	224	0.900	bicubic	+4.979	+1.416	-3
320	resnet152	87.461	12.539	97.402	2.598	60.19	224	0.950	bicubic	+4.639	+1.276	-35
321	fbnetv3_g.ra2_in1k	87.452	12.548	97.547	2.453	16.62	288	0.950	bilinear	+5.404	+1.483	+37
322	resnext101_64x4d	87.444	12.556	97.442	2.558	83.46	288	1.000	bicubic	+4.296	+1.070	-60
323	efficientnet_b3.ra2_in1k	87.435	12.565	97.681	2.319	12.23	320	1.000	bicubic	+5.193	+1.567	+18
324	resnet61q	87.435	12.565	97.598	2.402	36.85	288	1.000	bicubic	+4.911	+1.468	-11
325	cait_xxs24_384	87.416	12.584	97.619	2.381	12.03	384	1.000	bicubic	+6.450	+1.973	+110
326	cs3darknet_x	87.401	12.599	97.607	2.393	35.05	288	1.000	bicubic	+5.173	+1.373	+17
327	cs3sedarknet_l	87.397	12.603	97.570	2.430	21.91	288	0.950	bicubic	+5.623	+1.602	+52
328	resnet51q	87.395	12.605	97.587	2.413	35.70	288	1.000	bilinear	+5.035	+1.407	-1
329	xcit_tiny_24_p8_224	87.380	12.620	97.628	2.372	12.11	224	1.000	bicubic	+5.480	+1.652	+41
330	coat_lite_small	87.380	12.620	97.365	2.635	19.84	224	0.900	bicubic	+5.072	+1.515	+6
331	tresnet_l_448	87.377	12.623	97.485	2.515	55.99	448	0.875	bilinear	+5.109	+1.509	+9
332	sequencer2d_s	87.375	12.625	97.389	2.611	27.65	224	0.875	bicubic	+5.033	+1.359	-1
333	pvt_v2_b2	87.373	12.627	97.517	2.483	25.36	224	0.900	bicubic	+5.297	+1.555	+21
334	swinv2_cr_small_224	87.371	12.629	97.344	2.656	49.70	224	0.900	bicubic	+4.225	+1.250	-71
335	vit_relpos_medium_patch16_cls_224.sw_in1k	87.369	12.631	97.453	2.547	38.76	224	0.900	bicubic	+4.807	+1.283	-25
336	nasnetalarge	87.350	12.650	97.417	2.583	88.75	331	0.911	bicubic	+4.730	+1.371	-35
337	crossvit_18_dagger_240	87.346	12.655	97.457	2.543	44.27	240	0.875	bicubic	+4.828	+1.097	-22
338	crossvit_18_240	87.316	12.684	97.483	2.517	43.27	240	0.875	bicubic	+4.916	+1.429	-16
339	resnetv2_101	87.307	12.693	97.323	2.677	44.54	224	0.950	bicubic	+5.277	+1.463	+20
340	ecaresnet101d	87.288	12.712	97.562	2.438	44.57	224	0.875	bicubic	+5.116	+1.516	+9
341	resnest101e	87.284	12.716	97.560	2.440	48.28	256	0.875	bilinear	+4.394	+1.240	-59
342	gcvit_xtiny	87.281	12.719	97.481	2.519	19.98	224	0.875	bicubic	+5.329	+1.515	+24
343	pit_s_distilled_224	87.277	12.723	97.500	2.500	24.04	224	0.900	bicubic	+5.281	+1.702	+18
344	coatnet_rmlp_nano_rw_224	87.275	12.725	97.440	2.560	15.15	224	0.900	bicubic	+5.211	+1.570	+11
345	resnetv2_50d_gn	87.260	12.740	97.513	2.487	25.57	288	0.950	bicubic	+5.444	+1.589	+30
346	vit_relpos_medium_patch16_rpn_224.sw_in1k	87.258	12.742	97.442	2.558	38.73	224	0.900	bicubic	+4.960	+1.468	-9
347	resnetrs101	87.247	12.753	97.457	2.543	63.62	288	0.940	bicubic	+4.959	+1.519	-9
348	coatnext_nano_rw_224	87.239	12.761	97.549	2.451	14.70	224	0.900	bicubic	+5.291	+1.631	+19
349	poolformer_m48	87.239	12.761	97.308	2.692	73.47	224	0.950	bicubic	+4.777	+1.350	-30
350	mixer_b16_224_miil	87.226	12.774	97.410	2.590	59.88	224	0.875	bilinear	+4.918	+1.694	-14
351	xcit_tiny_12_p8_224_dist	87.224	12.776	97.444	2.556	6.71	224	1.000	bicubic	+6.012	+1.844	+63
352	tresnet_xl	87.224	12.776	97.400	2.600	78.44	224	0.875	bilinear	+5.170	+1.463	+6
353	xcit_tiny_12_p16_384_dist	87.202	12.798	97.466	2.534	6.72	384	1.000	bicubic	+6.262	+2.056	+85
354	convit_base	87.200	12.800	97.286	2.714	86.54	224	0.875	bicubic	+4.912	+1.278	-15
355	resnetv2_50d_evos	87.194	12.806	97.361	2.639	25.59	288	0.950	bicubic	+5.218	+1.445	+7
356	tf_efficientnet_b3.ap_in1k	87.192	12.808	97.380	2.620	12.23	300	0.904	bicubic	+5.370	+1.756	+18
357	visformer_small	87.181	12.819	97.323	2.677	40.22	224	0.900	bicubic	+5.075	+1.451	-4
358	vit_base_patch32_clip_224.openai_ft_in1k	87.177	12.823	97.463	2.537	88.22	224	0.900	bicubic	+5.247	+1.495	+12
359	crossvit_15_dagger_240	87.172	12.828	97.438	2.562	28.21	240	0.875	bicubic	+4.841	+0.920	-26
360	vit_srelpos_medium_patch16_224.sw_in1k	87.168	12.832	97.314	2.686	38.74	224	0.900	bicubic	+4.932	+1.380	-18
361	convnext_tiny_hnf.a2h_in1k	87.143	12.857	97.293	2.707	28.59	288	1.000	bicubic	+4.553	+1.277	-58
362	vit_relpos_medium_patch16_224.sw_in1k	87.141	12.860	97.504	2.496	38.75	224	0.900	bicubic	+4.675	+1.416	-45
363	xcit_small_24_p16_224	87.132	12.868	97.259	2.741	47.67	224	1.000	bicubic	+4.552	+1.255	-56
364	swin_s3_tiny_224	87.128	12.872	97.303	2.697	28.33	224	0.900	bicubic	+5.006	+1.355	-13
365	coatnet_0_rw_224	87.119	12.881	97.224	2.776	27.44	224	0.950	bicubic	+4.729	+1.388	-41
366	swinv2_tiny_window8_256	87.076	12.924	97.515	2.485	28.35	256	0.900	bicubic	+5.270	+1.521	+10
367	resnet101	87.068	12.932	97.263	2.737	44.55	224	0.950	bicubic	+5.130	+1.509	+2
368	mobilevitv2_200_in22ft1k	87.053	12.947	97.429	2.571	18.45	256	0.888	bicubic	+4.729	+1.489	-35
369	convit_small	87.053	12.947	97.350	2.650	27.78	224	0.875	bicubic	+5.627	+1.606	+33
370	crossvit_15_240	87.051	12.949	97.423	2.577	27.53	240	0.875	bicubic	+5.515	+1.731	+21
371	xception41p	87.049	12.951	97.205	2.795	26.91	299	0.940	bicubic	+5.091	+1.411	-6
372	tf_efficientnetv2_b3.in1k	87.032	12.968	97.303	2.697	14.36	300	0.904	bicubic	+5.062	+1.521	-8
373	regnetz_b16	87.017	12.983	97.429	2.571	9.72	288	0.940	bicubic	+6.301	+1.951	+78
374	xcit_small_12_p16_224	87.010	12.990	97.248	2.752	26.25	224	1.000	bicubic	+5.036	+1.432	-12
375	deit3_small_patch16_224	87.010	12.990	97.169	2.831	22.06	224	0.900	bicubic	+5.624	+1.719	+32
376	jx_nest_tiny	87.008	12.992	97.378	2.622	17.06	224	0.875	bicubic	+5.594	+1.762	+27
377	swinv2_cr_tiny_ns_224	87.000	13.000	97.284	2.716	28.33	224	0.900	bicubic	+5.210	+1.460	0
378	deit_small_distilled_patch16_224	86.993	13.007	97.316	2.684	22.44	224	0.900	bicubic	+5.793	+1.938	+38
379	resmlp_36_distilled_224	86.993	13.007	97.278	2.722	44.69	224	0.875	bicubic	+5.833	+1.790	+40
380	coatnet_nano_rw_224	86.989	13.011	97.242	2.759	15.14	224	0.900	bicubic	+5.289	+1.603	+1
381	xcit_large_24_p16_224	86.955	13.045	96.921	3.079	189.10	224	1.000	bicubic	+4.059	+1.039	-100
382	poolformer_m36	86.948	13.052	97.148	2.852	56.17	224	0.950	bicubic	+4.838	+1.460	-30
383	mobilevitv2_175_in22ft1k	86.944	13.056	97.333	2.667	14.25	256	0.888	bicubic	+5.000	+1.541	-15
384	xcit_medium_24_p16_224	86.936	13.065	97.101	2.899	84.40	224	1.000	bicubic	+4.300	+1.125	-85
385	tnt_s_patch16_224	86.903	13.097	97.368	2.632	23.76	224	0.900	bicubic	+5.385	+1.620	+8
386	vit_relpos_small_patch16_224.sw_in1k	86.899	13.101	97.489	2.511	21.98	224	0.900	bicubic	+5.437	+1.661	+13
387	vit_small_patch16_224.augreg_in21k_ft_in1k	86.869	13.131	97.613	2.387	22.05	224	0.900	bicubic	+5.467	+1.479	+17
388	vit_small_r26_s32_224.augreg_in21k_ft_in1k	86.863	13.137	97.528	2.472	36.43	224	0.900	bicubic	+5.005	+1.506	-16
389	ssl_resnext101_32x16d	86.856	13.143	97.517	2.483	194.03	224	0.875	bilinear	+5.013	+1.421	-16
390	convmixer_1536_20	86.852	13.148	97.346	2.654	51.63	224	0.960	bicubic	+5.476	+1.732	+18
391	rexnet_200	86.846	13.154	97.276	2.724	16.37	224	0.875	bicubic	+5.214	+1.608	-6
392	tf_efficientnet_b3.aa_in1k	86.835	13.165	97.297	2.703	12.23	300	0.904	bicubic	+5.199	+1.579	-8
393	deit_base_patch16_224	86.829	13.171	97.049	2.951	86.57	224	0.900	bicubic	+4.831	+1.315	-33
394	tresnet_m_448	86.820	13.180	97.212	2.788	31.39	448	0.875	bilinear	+5.106	+1.640	-14
395	swsl_resnet50	86.807	13.193	97.498	2.502	25.56	224	0.875	bilinear	+5.641	+2.402	+21
396	ssl_resnext101_32x8d	86.807	13.193	97.466	2.534	88.79	224	0.875	bilinear	+5.191	+1.428	-8
397	tf_efficientnet_lite4.in1k	86.803	13.197	97.263	2.737	13.01	380	0.920	bilinear	+5.267	+1.595	-5
398	coat_mini	86.793	13.207	97.162	2.837	10.34	224	0.900	bicubic	+5.525	+1.770	+14
399	vit_base_patch16_224.orig_in21k_ft_in1k	86.778	13.223	97.438	2.562	86.57	224	0.900	bicubic	+4.992	+1.316	-22
400	resnetaa50	86.778	13.223	97.395	2.605	25.56	288	1.000	bicubic	+5.156	+1.587	-13
401	tresnet_l	86.767	13.233	97.271	2.729	55.99	224	0.875	bilinear	+5.279	+1.647	-5
402	cs3darknet_l	86.756	13.244	97.466	2.534	21.16	288	0.950	bicubic	+5.860	+1.796	+39
403	twins_svt_small	86.756	13.244	97.175	2.825	24.06	224	0.900	bicubic	+5.074	+1.505	-21
404	cs3darknet_focus_l	86.743	13.257	97.376	2.624	21.15	288	0.950	bicubic	+5.859	+1.694	+39
405	mobilevitv2_150_in22ft1k	86.739	13.261	97.222	2.778	10.59	256	0.888	bicubic	+5.261	+1.548	-8
406	crossvit_base_240	86.733	13.267	97.120	2.880	105.03	240	0.875	bicubic	+4.517	+1.290	-62
407	levit_256	86.728	13.272	97.259	2.741	18.89	224	0.900	bicubic	+5.218	+1.769	-13
408	convnext_nano_ols.d1h_in1k	86.722	13.278	97.049	2.951	15.65	288	1.000	bicubic	+5.112	+1.409	-20
409	vit_srelpos_small_patch16_224.sw_in1k	86.699	13.301	97.250	2.750	21.97	224	0.900	bicubic	+5.605	+1.918	+16
410	seresnext50_32x4d	86.699	13.301	97.214	2.786	27.56	224	0.875	bicubic	+5.433	+1.594	+4
411	crossvit_small_240	86.686	13.314	97.273	2.727	26.86	240	0.875	bicubic	+5.666	+1.814	+20
412	pit_b_224	86.686	13.314	96.898	3.102	73.76	224	0.900	bicubic	+4.240	+1.188	-92
413	halo2botnet50ts_256	86.681	13.319	97.090	2.910	22.64	256	0.950	bicubic	+4.621	+1.454	-57
414	tf_efficientnet_b1.ns_jft_in1k	86.669	13.331	97.378	2.622	7.79	240	0.882	bicubic	+5.281	+1.640	-9
415	swin_tiny_patch4_window7_224	86.664	13.336	97.197	2.803	28.29	224	0.900	bicubic	+5.286	+1.657	-8
416	gernet_l	86.654	13.346	97.186	2.814	31.08	256	0.875	bilinear	+5.300	+1.650	-7
417	wide_resnet50_2	86.647	13.353	97.214	2.786	68.88	224	0.875	bicubic	+5.191	+1.682	-17
418	poolformer_s36	86.639	13.361	97.158	2.842	30.86	224	0.900	bicubic	+5.223	+1.712	-16
419	efficientnet_el.ra_in1k	86.635	13.366	97.175	2.825	10.59	300	0.904	bicubic	+5.319	+1.649	-9
420	resmlp_24_distilled_224	86.622	13.378	97.135	2.865	30.02	224	0.875	bicubic	+5.856	+1.917	+28
421	twins_pcpvt_small	86.620	13.380	97.340	2.660	24.11	224	0.900	bicubic	+5.532	+1.698	+7
422	nf_resnet50	86.609	13.391	97.293	2.707	25.56	288	0.940	bicubic	+5.947	+1.957	+30
423	resnest50d_4s2x40d	86.592	13.408	97.269	2.731	30.42	224	0.875	bicubic	+5.484	+1.711	+1
424	efficientnet_b3_pruned.in1k	86.581	13.419	97.190	2.810	9.86	300	0.904	bicubic	+5.723	+1.948	+21
425	repvgg_b3	86.566	13.434	97.139	2.861	123.09	224	0.875	bilinear	+6.074	+1.879	+38
426	sehalonet33ts	86.564	13.436	97.004	2.995	13.69	256	0.940	bicubic	+5.606	+1.728	+10
427	sebotnet33ts_256	86.558	13.442	96.785	3.215	13.70	256	0.940	bicubic	+5.408	+1.611	-7
428	xcit_tiny_24_p16_224_dist	86.536	13.464	97.218	2.782	12.12	224	1.000	bicubic	+6.090	+2.000	+43
429	convnext_nano.d1h_in1k	86.530	13.470	97.177	2.823	15.59	288	1.000	bicubic	+5.060	+1.519	-31
430	vit_small_patch16_384.augreg_in1k	86.496	13.504	97.182	2.818	22.20	384	1.000	bicubic	+5.376	+1.608	-8
431	halonet50ts	86.483	13.517	97.152	2.848	22.73	256	0.940	bicubic	+4.839	+1.544	-48
432	ssl_resnext101_32x4d	86.479	13.521	97.468	2.532	44.18	224	0.875	bilinear	+5.555	+1.740	+6
433	maxvit_rmlp_pico_rw_256	86.479	13.521	97.203	2.797	7.52	256	0.950	bicubic	+5.963	+1.991	+29
434	ecaresnet50d	86.470	13.530	97.186	2.814	25.58	224	0.875	bicubic	+5.878	+1.866	+21
435	gcresnet50t	86.470	13.530	97.141	2.859	25.90	256	0.900	bicubic	+5.530	+1.687	+2
436	gluon_resnet152_v1s	86.468	13.532	97.109	2.891	60.32	224	0.875	bicubic	+5.452	+1.697	-4
437	haloregnetz_b	86.464	13.536	96.943	3.057	11.68	224	0.940	bicubic	+5.414	+1.747	-8
438	mobilevitv2_200	86.451	13.549	96.972	3.027	18.45	256	0.888	bicubic	+5.315	+1.606	-17
439	resnest50d_1s4x24d	86.447	13.553	97.148	2.852	25.68	224	0.875	bicubic	+5.459	+1.826	-6
440	resnetv2_50x1_bitm	86.436	13.564	97.602	2.398	25.55	448	1.000	bilinear	+6.094	+1.918	+39
441	repvgg_b3g4	86.361	13.639	97.054	2.946	83.83	224	0.875	bilinear	+6.149	+1.944	+51
442	darknetaa53	86.359	13.641	97.158	2.842	36.02	288	1.000	bilinear	+5.837	+1.836	+18
443	lamhalobotnet50ts_256	86.357	13.643	97.062	2.938	22.57	256	0.950	bicubic	+4.813	+1.558	-53
444	darknet53	86.355	13.645	97.115	2.885	41.61	288	1.000	bicubic	+5.821	+1.695	+14
445	efficientformer_l1	86.344	13.656	97.024	2.976	12.29	224	0.950	bicubic	+5.842	+2.026	+17
446	legacy_senet154	86.342	13.658	96.928	3.072	115.09	224	0.875	bilinear	+5.032	+1.432	-35
447	cait_xxs36_224	86.340	13.660	97.111	2.889	17.30	224	1.000	bicubic	+6.590	+2.245	+70
448	resnext50_32x4d	86.340	13.660	96.972	3.027	25.03	224	0.950	bicubic	+5.222	+1.641	-25
449	gernet_m	86.319	13.681	97.096	2.904	21.14	224	0.875	bilinear	+5.587	+1.912	0
450	pit_s_224	86.316	13.684	97.045	2.955	23.46	224	0.900	bicubic	+5.222	+1.475	-24
451	mobilevitv2_175	86.316	13.684	96.985	3.015	14.25	256	0.888	bicubic	+5.456	+1.731	-6
452	vit_small_patch32_384.augreg_in21k_ft_in1k	86.312	13.688	97.417	2.583	22.92	384	1.000	bicubic	+5.832	+1.819	+12
453	efficientnet_b2.ra_in1k	86.304	13.696	96.990	3.010	9.11	288	1.000	bicubic	+5.692	+1.672	0
454	gluon_senet154	86.278	13.722	96.949	3.051	115.09	224	0.875	bicubic	+5.044	+1.601	-40
455	gcvit_xxtiny	86.242	13.758	97.109	2.891	12.00	224	0.875	bicubic	+6.528	+2.029	+65
456	resnest50d	86.240	13.761	97.073	2.927	27.48	224	0.875	bilinear	+5.266	+1.695	-22
457	convmixer_768_32	86.229	13.771	97.034	2.966	21.11	224	0.960	bicubic	+6.065	+1.962	+38
458	vit_base_patch16_384.augreg_in1k	86.227	13.773	96.968	3.032	86.86	384	1.000	bicubic	+5.125	+1.636	-33
459	ecaresnet101d_pruned	86.210	13.790	97.335	2.665	24.88	224	0.875	bicubic	+5.392	+1.707	-13
460	efficientnet_el_pruned.in1k	86.192	13.807	97.026	2.974	10.59	300	0.904	bicubic	+5.892	+1.808	+25
461	cspdarknet53	86.182	13.818	97.013	2.987	27.64	256	0.887	bilinear	+6.124	+1.929	+40
462	inception_v4	86.169	13.831	96.919	3.081	42.68	299	0.875	bicubic	+6.001	+1.951	+32
463	rexnet_150	86.154	13.846	97.058	2.942	9.73	224	0.875	bicubic	+5.844	+1.892	+20
464	inception_resnet_v2	86.133	13.867	97.043	2.957	55.84	299	0.897	bicubic	+5.675	+1.737	+5
465	xcit_tiny_12_p8_224	86.105	13.895	97.084	2.917	6.71	224	1.000	bicubic	+6.411	+2.031	+56
466	ssl_resnext50_32x4d	86.086	13.914	97.212	2.788	25.03	224	0.875	bilinear	+5.768	+1.806	+15
467	tf_efficientnet_el.in1k	86.084	13.916	96.964	3.036	10.59	300	0.904	bicubic	+5.834	+1.836	+21
468	mobilevitv2_150	86.075	13.925	96.849	3.151	10.59	256	0.888	bicubic	+5.699	+1.789	+7
469	cspresnext50	86.073	13.927	97.101	2.899	20.57	256	0.887	bilinear	+5.527	+1.781	-12
470	convnext_pico_ols.d1_in1k	86.067	13.933	97.017	2.983	9.06	288	1.000	bicubic	+5.603	+1.775	-3
471	gluon_resnet101_v1s	86.054	13.946	97.022	2.978	44.67	224	0.875	bicubic	+5.752	+1.862	+13
472	lambda_resnet50ts	86.054	13.946	96.736	3.264	21.54	256	0.950	bicubic	+4.888	+0.764	-54
473	ecaresnetlight	86.052	13.948	97.069	2.931	30.16	224	0.875	bicubic	+5.590	+1.821	-5
474	edgenext_small_rw	86.047	13.953	96.925	3.075	7.83	320	1.000	bicubic	+5.591	+1.734	-4
475	poolformer_s24	86.032	13.968	97.028	2.972	21.39	224	0.900	bicubic	+5.716	+1.990	+6
476	gluon_seresnext101_32x4d	86.032	13.968	96.977	3.023	48.96	224	0.875	bicubic	+5.128	+1.683	-35
477	resnetv2_50	86.032	13.968	96.902	3.098	25.55	224	0.950	bicubic	+5.600	+1.822	-5
478	convnext_pico.d1_in1k	86.020	13.980	96.941	3.059	9.05	288	0.950	bicubic	+5.594	+1.882	-5
479	resnet50d	86.009	13.991	96.979	3.021	25.58	224	0.875	bicubic	+5.479	+1.819	-20
480	seresnet33ts	86.007	13.993	97.011	2.989	19.78	256	0.900	bicubic	+5.655	+1.905	-3
481	gcresnext50ts	86.007	13.993	96.966	3.034	15.67	256	0.900	bicubic	+5.427	+1.796	-24
482	ecaresnet26t	85.983	14.017	97.041	2.959	16.01	320	0.950	bicubic	+6.129	+1.957	+30
483	tf_efficientnet_b2.ap_in1k	85.975	14.025	96.810	3.190	9.11	260	0.890	bicubic	+5.675	+1.782	+3
484	gluon_seresnext101_64x4d	85.960	14.040	96.979	3.021	88.23	224	0.875	bicubic	+5.066	+1.671	-42
485	vit_base_patch32_224.augreg_in21k_ft_in1k	85.956	14.044	97.130	2.869	88.22	224	0.900	bicubic	+5.231	+1.562	-35
486	fbnetv3_d.ra2_in1k	85.924	14.076	97.026	2.974	10.31	256	0.950	bilinear	+6.243	+2.082	+38
487	gluon_resnet152_v1d	85.917	14.083	96.812	3.188	60.21	224	0.875	bicubic	+5.443	+1.606	-21
488	vit_large_patch32_384.orig_in21k_ft_in1k	85.909	14.091	97.368	2.632	306.63	384	1.000	bicubic	+4.403	+1.276	-93
489	tf_efficientnet_b2.aa_in1k	85.902	14.098	96.862	3.139	9.11	260	0.890	bicubic	+5.816	+1.954	+9
490	tf_efficientnetv2_b2.in1k	85.900	14.100	96.889	3.111	10.10	260	0.890	bicubic	+5.692	+1.847	+3
491	resnet50_gn	85.881	14.119	96.851	3.149	25.56	224	0.940	bicubic	+5.829	+1.905	+11
492	vit_base_patch16_224.sam	85.877	14.123	96.697	3.303	86.57	224	0.900	bicubic	+5.635	+1.941	-2
493	seresnet50	85.857	14.143	97.004	2.995	28.09	224	0.875	bicubic	+5.583	+1.934	-6
494	repvgg_b2g4	85.855	14.145	96.812	3.188	61.76	224	0.875	bilinear	+6.489	+2.124	+45
495	gluon_resnet101_v1d	85.849	14.151	96.663	3.337	44.57	224	0.875	bicubic	+5.435	+1.649	-21
496	gcresnet33ts	85.815	14.185	96.898	3.102	19.88	256	0.900	bicubic	+5.733	+1.900	+3
497	mixnet_xl.ra_in1k	85.798	14.202	96.712	3.288	11.90	224	0.875	bicubic	+5.322	+1.776	-32
498	ens_adv_inception_resnet_v2	85.781	14.220	96.761	3.239	55.84	299	0.897	bicubic	+5.799	+1.823	+6
499	tf_efficientnet_lite3.in1k	85.755	14.245	96.887	3.113	8.20	300	0.904	bilinear	+5.935	+1.973	+16
500	ese_vovnet39b	85.751	14.249	96.891	3.109	24.57	224	0.875	bicubic	+6.431	+2.179	+41
501	legacy_seresnext101_32x4d	85.746	14.254	96.757	3.243	48.96	224	0.875	bilinear	+5.518	+1.739	-11
502	gluon_resnext101_32x4d	85.746	14.254	96.635	3.365	44.18	224	0.875	bicubic	+5.412	+1.709	-21
503	eca_resnet33ts	85.740	14.260	96.900	3.100	19.68	256	0.900	bicubic	+5.662	+1.930	-3
504	xcit_tiny_24_p16_224	85.734	14.267	96.938	3.062	12.12	224	1.000	bicubic	+6.290	+2.056	+33
505	regnety_320	85.725	14.275	96.725	3.275	145.05	224	0.875	bicubic	+4.915	+1.481	-58
506	cspresnet50	85.721	14.279	96.795	3.205	21.62	256	0.887	bilinear	+6.147	+2.083	+23
507	resnet50	85.706	14.294	96.494	3.506	25.56	224	0.950	bicubic	+5.332	+1.880	-31
508	xception71	85.697	14.303	96.776	3.224	42.34	299	0.903	bicubic	+5.823	+1.854	+1
509	resmlp_big_24_224	85.695	14.305	96.426	3.574	129.14	224	0.875	bicubic	+4.667	+1.404	-79
510	gluon_resnext101_64x4d	85.693	14.307	96.644	3.356	83.46	224	0.875	bicubic	+5.089	+1.656	-56
511	efficientnet_em.ra2_in1k	85.684	14.316	96.938	3.062	6.90	240	0.882	bicubic	+6.432	+2.144	+41
512	deit_small_patch16_224	85.678	14.322	96.906	3.094	22.05	224	0.900	bicubic	+5.822	+1.854	-2
513	pit_xs_distilled_224	85.657	14.343	96.667	3.333	11.00	224	0.900	bicubic	+6.351	+2.303	+32
514	efficientnet_b2_pruned.in1k	85.642	14.358	96.746	3.254	8.31	260	0.890	bicubic	+5.726	+1.890	-8
515	dpn107	85.640	14.360	96.729	3.271	86.92	224	0.875	bicubic	+5.484	+1.819	-19
516	resmlp_36_224	85.620	14.380	96.795	3.205	44.69	224	0.875	bicubic	+5.850	+1.909	0
517	mobilevitv2_125	85.584	14.416	96.665	3.335	7.48	256	0.888	bicubic	+5.900	+1.815	+6
518	ecaresnet50d_pruned	85.580	14.420	96.936	3.064	19.94	224	0.875	bicubic	+5.864	+2.056	0
519	levit_192	85.580	14.420	96.740	3.260	10.95	224	0.900	bicubic	+5.738	+1.954	-7
520	gluon_resnet152_v1c	85.580	14.420	96.646	3.354	60.21	224	0.875	bicubic	+5.670	+1.806	-12
521	resnext50d_32x4d	85.569	14.431	96.748	3.252	25.05	224	0.875	bicubic	+5.893	+1.882	+4
522	tf_efficientnetv2_b1.in1k	85.561	14.439	96.727	3.273	8.14	240	0.882	bicubic	+6.099	+2.005	+13
523	regnety_120	85.543	14.457	96.785	3.215	51.82	224	0.875	bicubic	+5.177	+1.659	-46
524	fbnetv3_b.ra2_in1k	85.524	14.476	96.862	3.139	8.60	256	0.950	bilinear	+6.374	+2.116	+36
525	regnetx_320	85.524	14.476	96.669	3.331	107.81	224	0.875	bicubic	+5.278	+1.643	-36
526	nf_regnet_b1	85.505	14.495	96.791	3.209	10.22	288	0.900	bicubic	+6.213	+2.043	+21
527	dpn92	85.494	14.506	96.635	3.365	37.67	224	0.875	bicubic	+5.486	+1.799	-24
528	gluon_resnet152_v1b	85.475	14.525	96.550	3.450	60.19	224	0.875	bicubic	+5.789	+1.814	-6
529	rexnet_130	85.473	14.527	96.684	3.316	7.56	224	0.875	bicubic	+5.973	+2.002	+2
530	resnetrs50	85.462	14.538	96.736	3.264	35.69	224	0.910	bicubic	+5.570	+1.767	-22
531	dpn131	85.398	14.602	96.639	3.361	79.25	224	0.875	bicubic	+5.576	+1.929	-17
532	convnext_tiny.fb_in22k_ft_in1k	85.390	14.610	96.799	3.200	28.59	288	1.000	bicubic	+6.482	+2.125	+41
533	regnetx_160	85.390	14.610	96.637	3.363	54.28	224	0.875	bicubic	+5.534	+1.807	-22
534	dla102x2	85.366	14.634	96.629	3.371	41.28	224	0.875	bilinear	+5.918	+1.989	+2
535	gmlp_s16_224	85.353	14.646	96.648	3.352	19.42	224	0.875	bicubic	+5.712	+2.050	-9
536	botnet26t_256	85.343	14.657	96.629	3.371	12.49	256	0.950	bicubic	+6.071	+2.101	+15
537	gluon_seresnext50_32x4d	85.336	14.664	96.667	3.333	27.56	224	0.875	bicubic	+5.418	+1.845	-32
538	skresnext50_32x4d	85.313	14.687	96.390	3.610	27.48	224	0.875	bicubic	+5.157	+1.748	-41
539	dpn98	85.311	14.689	96.469	3.531	61.57	224	0.875	bicubic	+5.669	+1.841	-12
540	gluon_resnet101_v1c	85.304	14.696	96.405	3.595	44.57	224	0.875	bicubic	+5.770	+1.827	-10
541	lambda_resnet26t	85.300	14.700	96.718	3.282	10.96	256	0.940	bicubic	+6.204	+2.126	+21
542	dpn68b	85.291	14.709	96.464	3.536	12.61	224	0.875	bicubic	+6.076	+2.050	+12
543	resnetblur50	85.283	14.717	96.531	3.470	25.56	224	0.875	bicubic	+5.997	+1.892	+5
544	resmlp_24_224	85.268	14.732	96.492	3.508	30.02	224	0.875	bicubic	+5.894	+1.946	-6
545	convnext_femto_ols.d1_in1k	85.255	14.745	96.770	3.230	5.23	288	0.950	bicubic	+6.321	+2.238	+26
546	coat_lite_mini	85.251	14.749	96.680	3.320	11.01	224	0.900	bicubic	+6.163	+2.076	+17
547	cait_xxs24_224	85.228	14.773	96.712	3.288	11.96	224	1.000	bicubic	+6.842	+2.402	+55
548	resnet33ts	85.228	14.773	96.627	3.373	19.68	256	0.900	bicubic	+6.014	+2.053	+7
549	xcit_tiny_12_p16_224_dist	85.208	14.792	96.597	3.403	6.72	224	1.000	bicubic	+6.630	+2.401	+40
550	pvt_v2_b1	85.198	14.802	96.622	3.378	14.01	224	0.900	bicubic	+6.504	+2.130	+35
551	halonet26t	85.195	14.805	96.462	3.538	12.48	256	0.950	bicubic	+6.096	+2.150	+10
552	resnext101_32x8d	85.187	14.813	96.445	3.555	88.79	224	0.875	bilinear	+5.879	+1.927	-10
553	gluon_inception_v3	85.183	14.817	96.526	3.474	23.83	299	0.875	bicubic	+6.377	+2.156	+25
554	resnet32ts	85.155	14.845	96.624	3.376	17.96	256	0.900	bicubic	+6.151	+2.269	+14
555	convnext_femto.d1_in1k	85.151	14.849	96.708	3.292	5.22	288	0.950	bicubic	+6.447	+2.274	+29
556	hrnet_w48	85.151	14.849	96.492	3.508	77.47	224	0.875	bilinear	+5.851	+1.980	-10
557	gluon_xception65	85.148	14.851	96.597	3.403	39.92	299	0.903	bicubic	+5.433	+1.737	-38
558	gluon_resnet101_v1b	85.142	14.858	96.366	3.634	44.55	224	0.875	bicubic	+5.836	+1.842	-14
559	eca_halonext26ts	85.131	14.869	96.584	3.416	10.76	256	0.940	bicubic	+5.645	+1.986	-27
560	regnetx_120	85.131	14.869	96.477	3.523	46.11	224	0.875	bicubic	+5.535	+1.739	-32
561	xception	85.129	14.871	96.471	3.529	22.86	299	0.897	bicubic	+6.077	+2.079	+6
562	tf_efficientnet_b1.ap_in1k	85.127	14.873	96.405	3.595	7.79	240	0.882	bicubic	+5.847	+2.099	-13
563	eca_botnext26ts_256	85.125	14.875	96.509	3.491	10.59	256	0.950	bicubic	+5.851	+1.895	-13
564	hrnet_w64	85.119	14.881	96.744	3.256	128.06	224	0.875	bilinear	+5.645	+2.092	-30
565	ssl_resnet50	85.097	14.903	96.866	3.134	25.56	224	0.875	bilinear	+5.875	+2.034	-12
566	lambda_resnet26rpt_256	85.095	14.905	96.560	3.440	10.99	256	0.940	bicubic	+6.125	+2.130	+4
567	res2net101_26w_4s	85.093	14.907	96.381	3.619	45.21	224	0.875	bilinear	+5.895	+1.949	-10
568	tf_efficientnet_cc_b1_8e.in1k	85.063	14.937	96.422	3.578	39.72	240	0.882	bicubic	+5.755	+2.052	-25
569	res2net50_26w_8s	85.031	14.969	96.419	3.580	48.40	224	0.875	bilinear	+5.831	+2.052	-13
570	xcit_nano_12_p8_384_dist	85.029	14.971	96.629	3.371	3.05	384	1.000	bicubic	+7.209	+2.593	+64
571	resnest26d	85.008	14.992	96.637	3.363	17.07	224	0.875	bilinear	+6.530	+2.339	+24
572	gluon_resnext50_32x4d	84.995	15.005	96.426	3.574	25.03	224	0.875	bicubic	+5.641	+2.000	-32
573	tf_efficientnet_b0.ns_jft_in1k	84.984	15.016	96.503	3.497	5.29	224	0.875	bicubic	+6.326	+2.127	+15
574	coat_tiny	84.976	15.024	96.409	3.591	5.50	224	0.900	bicubic	+6.542	+2.371	+25
575	dla169	84.920	15.080	96.535	3.465	53.39	224	0.875	bilinear	+6.232	+2.199	+11
576	tf_efficientnet_b1.aa_in1k	84.918	15.082	96.364	3.636	7.79	240	0.882	bicubic	+6.092	+2.166	+1
577	mobilevitv2_100	84.905	15.095	96.385	3.615	4.90	256	0.888	bicubic	+6.815	+2.221	+41
578	legacy_seresnext50_32x4d	84.901	15.099	96.434	3.566	27.56	224	0.875	bilinear	+5.823	+1.998	-14
579	hrnet_w44	84.884	15.116	96.434	3.566	67.06	224	0.875	bilinear	+5.988	+2.066	-5
580	gluon_resnet50_v1s	84.862	15.138	96.443	3.557	25.68	224	0.875	bicubic	+6.150	+2.205	+3
581	regnetx_080	84.862	15.138	96.434	3.566	39.57	224	0.875	bicubic	+5.668	+1.874	-23
582	levit_128	84.843	15.157	96.360	3.640	9.21	224	0.900	bicubic	+6.357	+2.350	+11
583	gluon_resnet50_v1d	84.832	15.168	96.398	3.602	25.58	224	0.875	bicubic	+5.758	+1.928	-18
584	dla60_res2next	84.830	15.170	96.411	3.589	17.03	224	0.875	bilinear	+6.390	+2.259	+14
585	vit_tiny_patch16_384.augreg_in21k_ft_in1k	84.828	15.172	96.708	3.292	5.79	384	1.000	bicubic	+6.398	+2.166	+15
586	mixnet_l.ft_in1k	84.822	15.178	96.328	3.672	7.33	224	0.875	bicubic	+5.846	+2.146	-17
587	tv_resnet152	84.815	15.185	96.225	3.775	60.19	224	0.875	bilinear	+6.503	+2.187	+20
588	dla102x	84.813	15.187	96.552	3.448	26.31	224	0.875	bilinear	+6.303	+2.324	+3
589	dla60_res2net	84.813	15.187	96.481	3.519	20.85	224	0.875	bilinear	+6.349	+2.275	+8
590	pit_xs_224	84.792	15.208	96.492	3.508	10.62	224	0.900	bicubic	+6.610	+2.324	+23
591	xception41	84.792	15.208	96.413	3.587	26.97	299	0.903	bicubic	+6.276	+2.135	0
592	regnetx_064	84.781	15.219	96.490	3.510	26.21	224	0.875	bicubic	+5.709	+2.032	-26
593	hrnet_w40	84.743	15.257	96.554	3.446	57.56	224	0.875	bilinear	+5.823	+2.084	-21
594	res2net50_26w_6s	84.726	15.274	96.281	3.719	37.05	224	0.875	bilinear	+6.156	+2.157	-4
595	repvgg_b2	84.724	15.276	96.469	3.531	89.02	224	0.875	bilinear	+5.932	+2.055	-15
596	vit_base_patch32_384.augreg_in1k	84.722	15.278	96.319	3.681	88.30	384	1.000	bicubic	+5.962	+2.091	-14
597	resmlp_12_distilled_224	84.713	15.287	96.225	3.775	15.35	224	0.875	bicubic	+6.769	+2.667	+29
598	cs3darknet_m	84.704	15.296	96.488	3.512	9.31	288	0.950	bicubic	+7.068	+2.474	+41
599	legacy_seresnet152	84.704	15.296	96.417	3.583	66.82	224	0.875	bilinear	+6.044	+2.047	-12
600	selecsls60b	84.657	15.343	96.300	3.700	32.77	224	0.875	bicubic	+6.245	+2.126	+1
601	hrnet_w32	84.651	15.349	96.407	3.593	41.23	224	0.875	bilinear	+6.201	+2.221	-4
602	bat_resnext26ts	84.638	15.362	96.272	3.728	10.73	256	0.900	bicubic	+6.396	+2.172	+8
603	tf_efficientnetv2_b0.in1k	84.625	15.375	96.274	3.726	7.14	224	0.875	bicubic	+6.269	+2.250	+2
604	efficientnet_b1.ft_in1k	84.608	15.392	96.332	3.668	7.79	256	1.000	bicubic	+5.814	+1.990	-25
605	regnetx_040	84.600	15.400	96.383	3.617	22.12	224	0.875	bicubic	+6.118	+2.139	-11
606	efficientnet_es.ra_in1k	84.591	15.409	96.311	3.689	5.44	224	0.875	bicubic	+6.525	+2.385	+13
607	vit_relpos_base_patch32_plus_rpn_256.sw_in1k	84.591	15.409	96.005	3.995	119.42	256	0.900	bicubic	+5.111	+1.867	-74
608	hrnet_w30	84.572	15.428	96.388	3.612	37.71	224	0.875	bilinear	+6.366	+2.166	+4
609	tf_mixnet_l.in1k	84.564	15.437	96.244	3.756	7.33	224	0.875	bicubic	+5.790	+2.246	-28
610	wide_resnet101_2	84.557	15.443	96.349	3.651	126.89	224	0.875	bilinear	+5.701	+2.067	-35
611	vit_small_patch16_224.augreg_in1k	84.538	15.462	96.276	3.724	22.05	224	0.900	bicubic	+5.692	+1.992	-35
612	dla60x	84.523	15.477	96.285	3.715	17.35	224	0.875	bilinear	+6.277	+2.267	-4
613	legacy_seresnet101	84.504	15.496	96.330	3.670	49.33	224	0.875	bilinear	+6.122	+2.066	-10
614	cs3darknet_focus_m	84.478	15.522	96.419	3.580	9.30	288	0.950	bicubic	+7.200	+2.450	+43
615	resnet26t	84.476	15.524	96.217	3.783	16.01	256	0.940	bicubic	+6.594	+2.377	+14
616	coat_lite_tiny	84.450	15.550	96.368	3.632	5.72	224	0.900	bicubic	+6.938	+2.452	+31
617	tf_efficientnet_em.in1k	84.450	15.550	96.180	3.820	6.90	240	0.882	bicubic	+6.320	+2.136	-1
618	repvgg_b1	84.416	15.584	96.221	3.779	57.42	224	0.875	bilinear	+6.050	+2.123	-14
619	efficientnet_b1_pruned.in1k	84.393	15.607	96.140	3.860	6.33	240	0.882	bicubic	+6.157	+2.306	-8
620	vit_base_patch16_224.augreg_in1k	84.391	15.610	96.046	3.954	86.57	224	0.900	bicubic	+5.237	+1.946	-61
621	res2net50_26w_4s	84.365	15.635	96.082	3.918	25.70	224	0.875	bilinear	+6.401	+2.228	+4
622	hardcorenas_f	84.326	15.674	96.025	3.975	8.20	224	0.875	bilinear	+6.222	+2.222	-5
623	res2net50_14w_8s	84.309	15.691	96.072	3.929	25.06	224	0.875	bilinear	+6.159	+2.224	-8
624	selecsls60	84.288	15.712	96.095	3.905	30.67	224	0.875	bicubic	+6.306	+2.267	0
625	mobilevit_s	84.271	15.729	96.264	3.736	5.58	256	0.900	bicubic	+5.959	+2.118	-19
626	regnetx_032	84.237	15.763	96.247	3.753	15.30	224	0.875	bicubic	+6.065	+2.159	-12
627	res2next50	84.226	15.774	95.997	4.003	24.67	224	0.875	bilinear	+5.980	+2.105	-18
628	convnext_atto_ols.a2_in1k	84.220	15.780	96.223	3.777	3.70	288	0.950	bicubic	+7.004	+2.543	+32
629	gluon_resnet50_v1c	84.207	15.793	96.161	3.839	25.58	224	0.875	bicubic	+6.195	+2.173	-7
630	dla102	84.190	15.810	96.206	3.794	33.27	224	0.875	bilinear	+6.158	+2.260	-9
631	gcresnext26ts	84.164	15.836	96.086	3.914	10.48	256	0.900	bicubic	+6.350	+2.252	+4
632	rexnet_100	84.162	15.838	96.255	3.745	4.80	224	0.875	bicubic	+6.304	+2.385	+1
633	seresnext26ts	84.149	15.851	96.074	3.926	10.39	256	0.900	bicubic	+6.283	+2.284	-3
634	convnext_atto.d2_in1k	84.147	15.853	96.200	3.800	3.70	288	0.950	bicubic	+7.133	+2.500	+34
635	tf_inception_v3	84.136	15.864	95.920	4.080	23.83	299	0.875	bicubic	+6.276	+2.280	-3
636	res2net50_48w_2s	84.126	15.874	95.965	4.035	25.29	224	0.875	bilinear	+6.604	+2.411	+10
637	resnet34d	84.098	15.902	95.978	4.022	21.82	224	0.875	bicubic	+6.982	+2.596	+26
638	tf_efficientnet_lite2.in1k	84.094	15.906	96.069	3.931	6.09	260	0.890	bicubic	+6.626	+2.315	+10
639	xcit_tiny_12_p16_224	84.090	15.911	96.234	3.766	6.72	224	1.000	bicubic	+6.969	+2.522	+23
640	efficientnet_b0.ra_in1k	84.038	15.962	95.956	4.044	5.29	224	0.875	bicubic	+6.340	+2.424	-3
641	poolformer_s12	84.032	15.968	96.161	3.839	11.92	224	0.900	bicubic	+6.802	+2.657	+18
642	crossvit_9_dagger_240	84.015	15.985	96.084	3.916	8.78	240	0.875	bicubic	+7.035	+2.474	+27
643	hardcorenas_e	83.968	16.032	95.898	4.101	8.07	224	0.875	bilinear	+6.174	+2.204	-8
644	gmixer_24_224	83.968	16.032	95.849	4.151	24.72	224	0.875	bicubic	+5.932	+2.185	-23
645	tf_efficientnet_cc_b0_8e.in1k	83.966	16.034	96.065	3.935	24.01	224	0.875	bicubic	+6.058	+2.411	-17
646	tv_resnext50_32x4d	83.959	16.041	95.960	4.040	25.03	224	0.875	bilinear	+6.339	+2.264	-5
647	regnety_016	83.955	16.045	96.005	3.995	11.20	224	0.875	bicubic	+6.093	+2.285	-16
648	gluon_resnet50_v1b	83.940	16.060	96.012	3.988	25.56	224	0.875	bicubic	+6.360	+2.296	-3
649	densenet161	83.906	16.094	96.010	3.990	28.68	224	0.875	bicubic	+6.548	+2.372	+4
650	adv_inception_v3	83.902	16.098	95.935	4.065	23.83	299	0.875	bicubic	+6.320	+2.199	-6
651	mobilenetv2_120d.ra_in1k	83.893	16.107	95.909	4.091	5.83	224	0.875	bicubic	+6.609	+2.417	+5
652	seresnext26t_32x4d	83.878	16.122	95.931	4.069	16.81	224	0.875	bicubic	+5.892	+2.185	-29
653	tv_resnet101	83.848	16.152	95.892	4.108	44.55	224	0.875	bilinear	+6.474	+2.352	-1
654	tinynet_a.in1k	83.827	16.173	95.820	4.181	6.19	192	0.875	bicubic	+6.175	+2.284	-16
655	inception_v3	83.761	16.239	95.879	4.121	23.83	299	0.875	bicubic	+6.321	+2.403	-5
656	hardcorenas_d	83.759	16.241	95.734	4.266	7.50	224	0.875	bilinear	+6.327	+2.250	-5
657	seresnext26d_32x4d	83.754	16.246	95.849	4.151	16.81	224	0.875	bicubic	+6.152	+2.241	-15
658	xcit_nano_12_p8_224_dist	83.731	16.269	95.960	4.040	3.05	224	1.000	bicubic	+7.407	+2.870	+31
659	dla60	83.729	16.271	95.933	4.067	22.04	224	0.875	bilinear	+6.697	+2.615	+8
660	eca_resnext26ts	83.701	16.299	95.948	4.052	10.30	256	0.900	bicubic	+6.249	+2.382	-11
661	repvgg_b1g4	83.699	16.301	96.020	3.980	39.97	224	0.875	bilinear	+6.105	+2.194	-18
662	convmixer_1024_20_ks9_p14	83.682	16.318	95.896	4.104	24.38	224	0.960	bicubic	+6.736	+2.538	+9
663	legacy_seresnet50	83.662	16.337	95.973	4.027	28.09	224	0.875	bilinear	+6.032	+2.225	-23
664	tf_efficientnet_b0.ap_in1k	83.650	16.350	95.779	4.221	5.29	224	0.875	bicubic	+6.564	+2.523	+1
665	skresnet34	83.641	16.359	95.933	4.067	22.28	224	0.875	bicubic	+6.729	+2.611	+9
666	tf_efficientnet_cc_b0_4e.in1k	83.639	16.361	95.740	4.260	13.31	224	0.875	bicubic	+6.333	+2.406	-12
667	resmlp_12_224	83.571	16.429	95.760	4.240	15.35	224	0.875	bicubic	+6.917	+2.580	+13
668	densenet201	83.556	16.444	95.811	4.189	20.01	224	0.875	bicubic	+6.270	+2.333	-13
669	mobilenetv3_large_100.miil_in21k_ft_in1k	83.556	16.444	95.452	4.548	5.48	224	0.875	bilinear	+5.640	+2.542	-42
670	gernet_s	83.522	16.478	95.794	4.206	8.17	224	0.875	bilinear	+6.606	+2.662	+3
671	legacy_seresnext26_32x4d	83.517	16.483	95.719	4.281	16.79	224	0.875	bicubic	+6.413	+2.403	-7
672	tf_efficientnet_b0.aa_in1k	83.515	16.485	95.719	4.281	5.29	224	0.875	bicubic	+6.667	+2.491	+2
673	mixnet_m.ft_in1k	83.515	16.485	95.689	4.311	5.01	224	0.875	bicubic	+6.255	+2.265	-14
674	hrnet_w18	83.500	16.500	95.907	4.093	21.30	224	0.875	bilinear	+6.742	+2.463	+4
675	densenetblur121d	83.472	16.527	95.822	4.178	8.00	224	0.875	bicubic	+6.885	+2.630	+9
676	resnext26ts	83.464	16.536	95.728	4.272	10.30	256	0.900	bicubic	+6.684	+2.598	+1
677	selecsls42b	83.457	16.543	95.745	4.255	32.46	224	0.875	bicubic	+6.283	+2.355	-16
678	tf_efficientnet_lite1.in1k	83.344	16.656	95.642	4.358	5.42	240	0.882	bicubic	+6.702	+2.416	+3
679	hardcorenas_c	83.342	16.658	95.706	4.294	5.52	224	0.875	bilinear	+6.288	+2.548	-13
680	regnetx_016	83.195	16.805	95.740	4.260	9.19	224	0.875	bicubic	+6.245	+2.320	-10
681	mobilenetv2_140.ra_in1k	83.182	16.818	95.689	4.311	6.11	224	0.875	bicubic	+6.666	+2.693	+6
682	dpn68	83.178	16.822	95.597	4.402	12.61	224	0.875	bicubic	+6.860	+2.620	+8
683	tf_efficientnet_es.in1k	83.178	16.822	95.585	4.415	5.44	224	0.875	bicubic	+6.584	+2.383	0
684	xcit_nano_12_p16_384_dist	83.176	16.824	95.753	4.247	3.05	384	1.000	bicubic	+7.718	+3.059	+22
685	tf_mixnet_m.in1k	83.176	16.824	95.461	4.539	5.01	224	0.875	bicubic	+6.234	+2.309	-12
686	ese_vovnet19b_dw	83.109	16.890	95.779	4.221	6.54	224	0.875	bicubic	+6.311	+2.511	-10
687	levit_128s	83.069	16.931	95.531	4.469	7.78	224	0.900	bicubic	+6.539	+2.665	-1
688	resnet26d	83.050	16.950	95.604	4.396	16.01	224	0.875	bicubic	+6.354	+2.454	-9
689	repvgg_a2	83.001	16.999	95.589	4.411	28.21	224	0.875	bilinear	+6.541	+2.585	-1
690	tv_resnet50	82.958	17.042	95.467	4.533	25.56	224	0.875	bilinear	+6.820	+2.603	+2
691	hardcorenas_b	82.873	17.128	95.392	4.607	5.18	224	0.875	bilinear	+6.335	+2.638	-6
692	densenet121	82.823	17.177	95.585	4.415	7.98	224	0.875	bicubic	+7.245	+2.933	+11
693	mobilevitv2_075	82.813	17.187	95.576	4.424	2.87	256	0.888	bicubic	+7.191	+2.808	+9
694	vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k	82.691	17.309	95.845	4.155	6.36	384	1.000	bicubic	+6.739	+2.585	+1
695	densenet169	82.683	17.317	95.600	4.400	14.15	224	0.875	bicubic	+6.776	+2.574	+2
696	edgenext_x_small	82.572	17.428	95.461	4.539	2.34	288	1.000	bicubic	+6.883	+2.695	+3
697	mixnet_s.ft_in1k	82.525	17.476	95.356	4.644	4.13	224	0.875	bicubic	+6.532	+2.560	-4
698	vit_small_patch32_224.augreg_in21k_ft_in1k	82.514	17.486	95.670	4.330	22.88	224	0.900	bicubic	+6.524	+2.398	-4
699	regnety_008	82.493	17.508	95.487	4.513	6.26	224	0.875	bicubic	+6.177	+2.421	-8
700	efficientnet_lite0.ra_in1k	82.382	17.619	95.279	4.721	4.65	224	0.875	bicubic	+6.898	+2.769	+6
701	resnest14d	82.352	17.648	95.339	4.661	10.61	224	0.875	bilinear	+6.846	+2.821	+4
702	hardcorenas_a	82.313	17.687	95.294	4.706	5.26	224	0.875	bilinear	+6.397	+2.780	-6
703	efficientnet_es_pruned.in1k	82.296	17.704	95.303	4.697	5.44	224	0.875	bicubic	+7.296	+2.855	+15
704	mobilenetv3_rw.rmsp_in1k	82.275	17.725	95.234	4.766	5.48	224	0.875	bicubic	+6.641	+2.526	-3
705	semnasnet_100.rmsp_in1k	82.251	17.749	95.230	4.770	3.89	224	0.875	bicubic	+6.803	+2.626	+4
706	mobilenetv3_large_100.ra_in1k	82.177	17.823	95.196	4.804	5.48	224	0.875	bicubic	+6.410	+2.654	-8
707	resnet34	82.138	17.862	95.130	4.870	21.80	224	0.875	bilinear	+7.028	+2.846	+8
708	mobilenetv2_110d.ra_in1k	82.070	17.930	95.076	4.923	4.52	224	0.875	bicubic	+7.034	+2.890	+9
709	vit_tiny_patch16_224.augreg_in21k_ft_in1k	82.066	17.934	95.489	4.511	5.72	224	0.900	bicubic	+6.612	+2.641	-1
710	tf_mixnet_s.in1k	82.038	17.962	95.121	4.879	4.13	224	0.875	bicubic	+6.388	+2.493	-10
711	repvgg_b0	82.001	17.999	95.100	4.900	15.82	224	0.875	bilinear	+6.849	+2.682	+1
712	deit_tiny_distilled_patch16_224	81.997	18.003	95.141	4.859	5.91	224	0.900	bicubic	+7.487	+3.251	+17
713	mixer_b16_224	81.976	18.024	94.449	5.551	59.88	224	0.875	bicubic	+5.376	+2.221	-31
714	pit_ti_distilled_224	81.967	18.033	95.145	4.855	5.10	224	0.900	bicubic	+7.437	+3.049	+14
715	hrnet_w18_small_v2	81.961	18.039	95.164	4.836	15.60	224	0.875	bilinear	+6.847	+2.748	-1
716	tf_efficientnet_lite0.in1k	81.952	18.048	95.168	4.832	4.65	224	0.875	bicubic	+7.122	+2.992	+5
717	resnet26	81.944	18.056	95.241	4.759	16.00	224	0.875	bicubic	+6.652	+2.671	-7
718	tinynet_b.in1k	81.871	18.129	94.878	5.122	3.73	188	0.875	bicubic	+6.897	+2.690	+1
719	tf_mobilenetv3_large_100.in1k	81.848	18.152	95.070	4.930	5.48	224	0.875	bilinear	+6.330	+2.464	-15
720	tv_densenet121	81.726	18.274	95.034	4.966	7.98	224	0.875	bicubic	+6.988	+2.884	+3
721	regnety_006	81.700	18.300	95.115	4.885	6.06	224	0.875	bicubic	+6.454	+2.583	-10
722	dla34	81.658	18.342	94.878	5.122	15.74	224	0.875	bilinear	+7.028	+2.800	+4
723	xcit_nano_12_p8_224	81.643	18.357	95.273	4.727	3.05	224	1.000	bicubic	+7.729	+3.101	+12
724	crossvit_9_240	81.615	18.385	94.978	5.022	8.55	240	0.875	bicubic	+7.651	+3.010	+10
725	mobilevit_xs	81.566	18.434	95.034	4.966	2.32	256	0.900	bicubic	+6.922	+2.682	0
726	fbnetc_100.rmsp_in1k	81.559	18.441	94.970	5.030	5.57	224	0.875	bilinear	+6.436	+2.584	-13
727	legacy_seresnet34	81.534	18.466	94.899	5.101	21.96	224	0.875	bilinear	+6.726	+2.775	-5
728	gluon_resnet34_v1b	81.500	18.500	94.810	5.190	21.80	224	0.875	bicubic	+6.912	+2.820	-1
729	regnetx_008	81.485	18.515	95.059	4.941	7.26	224	0.875	bicubic	+6.447	+2.724	-13
730	mnasnet_100.rmsp_in1k	81.459	18.541	94.899	5.101	4.38	224	0.875	bicubic	+6.801	+2.785	-6
731	vgg19_bn	81.446	18.554	94.763	5.237	143.68	224	0.875	bilinear	+7.232	+2.921	-1
732	vit_base_patch32_224.augreg_in1k	81.143	18.857	94.427	5.572	88.22	224	0.900	bicubic	+6.239	+2.649	-12
733	convit_tiny	81.126	18.874	95.044	4.955	5.71	224	0.875	bicubic	+8.010	+3.331	+10
734	crossvit_tiny_240	81.088	18.912	94.987	5.013	7.01	240	0.875	bicubic	+7.764	+3.071	+6
735	spnasnet_100.rmsp_in1k	80.878	19.122	94.526	5.474	4.42	224	0.875	bilinear	+6.794	+2.708	-4
736	ghostnet_100	80.699	19.301	94.291	5.709	5.18	224	0.875	bilinear	+6.721	+2.835	-3
737	regnety_004	80.659	19.341	94.686	5.314	4.34	224	0.875	bicubic	+6.624	+2.934	-5
738	skresnet18	80.637	19.363	94.378	5.622	11.96	224	0.875	bicubic	+7.599	+3.210	+6
739	regnetx_006	80.629	19.371	94.524	5.476	6.20	224	0.875	bicubic	+6.777	+2.852	-3
740	pit_ti_224	80.605	19.395	94.618	5.383	4.85	224	0.900	bicubic	+7.693	+3.216	+7
741	swsl_resnet18	80.575	19.425	94.743	5.256	11.69	224	0.875	bilinear	+7.299	+3.010	+1
742	vgg16_bn	80.556	19.444	94.592	5.408	138.37	224	0.875	bilinear	+7.206	+3.086	-3
743	semnasnet_075.rmsp_in1k	80.477	19.523	94.321	5.679	2.91	224	0.875	bicubic	+7.503	+3.185	+2
744	tv_resnet34	80.389	19.611	94.436	5.564	21.80	224	0.875	bilinear	+7.077	+3.010	-3
745	resnet18d	80.387	19.613	94.252	5.748	11.71	224	0.875	bicubic	+8.127	+3.556	+9
746	mobilenetv2_100.ra_in1k	80.257	19.743	94.195	5.805	3.50	224	0.875	bicubic	+7.287	+3.179	0
747	xcit_nano_12_p16_224_dist	80.212	19.788	94.361	5.639	3.05	224	1.000	bicubic	+7.910	+3.499	+6
748	vit_base_patch32_224.sam	80.208	19.792	93.825	6.175	88.22	224	0.900	bicubic	+6.518	+2.811	-11
749	ssl_resnet18	80.101	19.899	94.590	5.410	11.69	224	0.875	bilinear	+7.491	+3.174	-1
750	tf_mobilenetv3_large_075.in1k	80.093	19.907	94.184	5.816	3.99	224	0.875	bilinear	+6.655	+2.834	-12
751	deit_tiny_patch16_224	80.018	19.982	94.449	5.551	5.72	224	0.900	bicubic	+7.850	+3.331	+5
752	hrnet_w18_small	79.555	20.445	93.898	6.102	13.19	224	0.875	bilinear	+7.213	+3.220	0
753	vgg19	79.480	20.520	93.870	6.130	143.67	224	0.875	bilinear	+7.112	+2.998	-3
754	regnetx_004	79.435	20.565	93.853	6.147	5.16	224	0.875	bicubic	+7.039	+3.023	-5
755	resnet14t	79.239	20.761	93.606	6.394	10.08	224	0.950	bilinear	+6.889	+3.266	-4
756	tf_mobilenetv3_large_minimal_100.in1k	79.222	20.778	93.706	6.294	3.92	224	0.875	bilinear	+6.974	+3.076	-1
757	edgenext_xx_small	79.175	20.825	93.821	6.179	1.33	288	1.000	bicubic	+7.309	+3.277	+2
758	legacy_seresnet18	79.153	20.847	93.783	6.217	11.78	224	0.875	bicubic	+7.409	+3.449	+3
759	vgg16	79.038	20.962	93.646	6.354	138.36	224	0.875	bilinear	+7.444	+3.270	+3
760	vgg13_bn	79.006	20.994	93.655	6.345	133.05	224	0.875	bilinear	+7.412	+3.273	+3
761	vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k	78.991	21.009	93.902	6.098	6.34	224	0.900	bicubic	+7.203	+3.074	-1
762	lcnet_100.ra2_in1k	78.914	21.086	93.550	6.450	2.95	224	0.875	bicubic	+6.800	+3.172	-5
763	pvt_v2_b0	78.752	21.248	93.849	6.151	3.67	224	0.900	bicubic	+8.096	+3.641	+3
764	tinynet_c.in1k	78.438	21.562	93.140	6.860	2.46	184	0.875	bicubic	+7.206	+3.392	0
765	gluon_resnet18_v1b	78.372	21.628	93.136	6.864	11.69	224	0.875	bicubic	+7.536	+3.376	0
766	mobilevitv2_050	78.118	21.882	93.573	6.426	1.37	256	0.888	bicubic	+7.978	+3.647	+3
767	vgg11_bn	77.926	22.074	93.230	6.770	132.87	224	0.875	bilinear	+7.566	+3.428	0
768	xcit_nano_12_p16_224	77.900	22.100	93.430	6.570	3.05	224	1.000	bicubic	+7.946	+3.676	+2
769	regnety_002	77.405	22.595	92.914	7.086	3.16	224	0.875	bicubic	+7.153	+3.374	-1
770	mixer_l16_224	77.285	22.715	90.582	9.418	208.20	224	0.875	bicubic	+5.227	+2.914	-12
771	resnet18	77.276	22.724	92.756	7.244	11.69	224	0.875	bilinear	+7.528	+3.678	+1
772	vgg13	77.230	22.770	92.689	7.311	133.05	224	0.875	bilinear	+7.303	+3.444	-1
773	mobilevit_xxs	76.595	23.405	92.685	7.315	1.27	256	0.900	bicubic	+7.683	+3.747	+1
774	vgg11	76.384	23.616	92.154	7.846	132.86	224	0.875	bilinear	+7.360	+3.526	-1
775	resnet10t	76.215	23.785	92.224	7.776	5.44	224	0.950	bilinear	+7.921	+4.146	+2
776	regnetx_002	76.124	23.876	92.211	7.789	2.68	224	0.875	bicubic	+7.362	+3.655	0
777	lcnet_075.ra2_in1k	76.053	23.947	92.066	7.934	2.36	224	0.875	bicubic	+7.235	+3.696	-2
778	dla60x_c	75.637	24.363	92.177	7.823	1.32	224	0.875	bilinear	+7.745	+3.751	+1
779	mobilenetv3_small_100.lamb_in1k	74.911	25.089	91.498	8.502	2.54	224	0.875	bicubic	+7.259	+3.862	+1
780	tf_mobilenetv3_small_100.in1k	74.717	25.283	91.257	8.743	2.54	224	0.875	bilinear	+6.795	+3.593	-2
781	tinynet_d.in1k	74.285	25.715	90.924	9.076	2.34	152	0.875	bicubic	+7.323	+3.858	0
782	mnasnet_small.lamb_in1k	73.816	26.184	90.732	9.268	2.03	224	0.875	bicubic	+7.610	+4.224	0
783	dla46x_c	73.647	26.353	91.095	8.905	1.07	224	0.875	bilinear	+7.677	+4.115	0
784	mobilenetv2_050.lamb_in1k	73.465	26.535	90.320	9.680	1.97	224	0.875	bicubic	+7.523	+4.238	0
785	tf_mobilenetv3_small_075.in1k	72.812	27.188	90.036	9.964	2.04	224	0.875	bilinear	+7.096	+3.906	0
786	dla46_c	72.603	27.397	90.499	9.501	1.30	224	0.875	bilinear	+7.737	+4.207	+1
787	mobilenetv3_small_075.lamb_in1k	72.330	27.670	89.666	10.334	2.04	224	0.875	bicubic	+7.084	+4.230	-1
788	lcnet_050.ra2_in1k	70.400	29.601	88.823	11.177	1.88	224	0.875	bicubic	+7.300	+4.443	0
789	tf_mobilenetv3_small_minimal_100.in1k	70.111	29.889	88.505	11.495	2.04	224	0.875	bilinear	+7.205	+4.275	0
790	tinynet_e.in1k	66.810	33.190	86.274	13.726	2.04	106	0.875	bicubic	+6.954	+4.512	0
791	mobilenetv3_small_050.lamb_in1k	64.669	35.331	84.865	15.136	1.59	224	0.875	bicubic	+6.779	+4.671	0